library(tidyverse)
library(skimr)
library(vistime)
library(kableExtra)
library(ggplot2)
library(plotly)
library(ggplotify)

All patients

loc <- "/Users/xinyuguo/OneDrive - Johns Hopkins/AD Biomarker/AD_Tools/ADTool/ADNI_data/smry"
key_data <- read.csv(paste0(loc, "/ADNIMERGE.csv"), header = T)
data_cohort <- key_data %>%
  select(RID, VISCODE, COLPROT, ORIGPROT, DX_bl, DX, EXAMDATE_bl, EXAMDATE) 
data_rgstr <- read.csv(paste0(loc, "/REGISTRY.csv")) %>% 
  mutate(VISCODE = VISCODE2) %>% # use VISCODE2 to unify all viscodes
  select(Phase, RID, VISCODE, USERDATE, USERDATE2) %>% 
  arrange(RID)
data_patients <- data_rgstr %>% 
  left_join(data_cohort, by = c("RID", "VISCODE"))
#write.csv(data_patients, "./patients.csv")
patients_DX_bl <- data_patients %>% 
                   filter(DX_bl != "" | !is.na(DX_bl)) %>%
                   group_by(RID) %>% 
                   filter(row_number() == 1)
cat("There are entire", 
    length(unique(data_patients$RID)), "patients and", 
    nrow(data_patients), "records. \n", 
    "Among all records,\n", 
    nrow(data_patients %>% filter(Phase == "ADNI1")), "are from ADNI1; \n", 
    nrow(data_patients %>% filter(Phase == "ADNIGO")), "are from ADNIGO; \n", 
    nrow(data_patients %>% filter(Phase == "ADNI2")), "are from ADNI2; \n", 
    nrow(data_patients %>% filter(Phase == "ADNI3")), "are from ADNI3. \n", 
    "For",  nrow(data_patients %>% 
                   filter(DX_bl != "" | !is.na(DX_bl)) %>%
                   group_by(RID) %>% 
                   filter(row_number() == 1)), 
    "patients who have baseline diagnosis, \n",
    nrow(patients_DX_bl %>% filter(DX_bl == "CN")), "are normal; \n", 
    nrow(patients_DX_bl %>% filter(DX_bl == "AD")), "have AD; \n", 
    nrow(patients_DX_bl %>% filter(DX_bl == "LMCI")), "have late mild cognitive impairment (LMCI); \n", 
    nrow(patients_DX_bl %>% filter(DX_bl == "EMCI")), "have early mild cognitive impairment (EMCI); \n", 
    nrow(patients_DX_bl %>% filter(DX_bl == "SMC")), "have significant memory concern (SMC).")
## There are entire 4012 patients and 24852 records. 
##  Among all records,
##  7535 are from ADNI1; 
##  1669 are from ADNIGO; 
##  12009 are from ADNI2; 
##  3639 are from ADNI3. 
##  For 2306 patients who have baseline diagnosis, 
##  523 are normal; 
##  400 have AD; 
##  661 have late mild cognitive impairment (LMCI); 
##  404 have early mild cognitive impairment (EMCI); 
##  304 have significant memory concern (SMC).
chk_patients <- data_patients %>% 
  select(Phase, RID, VISCODE, DX, EXAMDATE)

Get CSF data

loc <- "/Users/xinyuguo/OneDrive - Johns Hopkins/AD Biomarker/AD_Tools/ADTool/ADNI_data/CSF"
files <- list.files(loc, pattern = ".csv", full.names = T)
dicts <- files[grep("dict", files, ignore.case = T)]
datas <- files[-grep("dict", files, ignore.case = T)]
list_data <- c()
for (tbl in datas) {
  tem_data <- read.csv(tbl, header = T)
  name_data <- gsub(".csv", "", basename(tbl))
  assign(name_data, tem_data)
  list_data <- c(list_data, name_data)
}
cat(list_data)
## UPENNBIOMK_MASTER UPENNBIOMK10_07_29_19 UPENNBIOMK12_01_04_21 UPENNBIOMK9_04_19_17 UPENNBIOMKADNIDIAN2017

UPENNBIOMK_MASTER

There are total 8 batches. Including both baseline and longitudinal data. A “MEDIAN” was calculated for each visit (among different batches). Time: 2008-2015. Perpose: use the “MEDIAN”.

UPENNBIOMK_MASTER_join <- UPENNBIOMK_MASTER %>% 
  filter(BATCH == "MEDIAN") %>% 
  select(RID, VISCODE, DRWDTE, RUNDATE, ABETA, TAU, PTAU)
chk_UPENNBIOMK_MASTER <- chk_patients %>% 
  left_join(UPENNBIOMK_MASTER_join, by = c("RID", "VISCODE")) %>% 
  filter(!is.na(DRWDTE))
mismatch <- UPENNBIOMK_MASTER_join %>% 
  anti_join(chk_UPENNBIOMK_MASTER, by = c("RID", "VISCODE"))
head(mismatch)
##   RID VISCODE     DRWDTE    RUNDATE ABETA TAU PTAU
## 1  51     m60 2011-08-11 2016-03-09  87.5  NA 54.7
table(chk_UPENNBIOMK_MASTER$Phase)
## 
##  ADNI1  ADNI2 ADNIGO 
##    959   1049    169
table(chk_UPENNBIOMK_MASTER$VISCODE)
## 
##   bl  m12  m24  m36  m48  m60  m72  m84 
## 1238  326  402   81   71   35   21    3

Only includes ADNI1 and ADNIGO data.

Question: One visit is not in the all patients table.

UPENNBIOMK10_07_29_19

UPENNBIOMK10_07_29_19_join <- UPENNBIOMK10_07_29_19 %>% 
  mutate(VISCODE = VISCODE2) %>% 
  select(RID, VISCODE, DRAWDATE, RUNDATE, ABETA40, ABETA42, PTAU, TAU)
chk_UPENNBIOMK10_07_29_19 <- chk_patients %>% 
  left_join(UPENNBIOMK10_07_29_19_join, by = c("RID", "VISCODE")) %>% 
  filter(!is.na(DRAWDATE)) 
mismatch <- UPENNBIOMK10_07_29_19_join %>% 
  anti_join(chk_UPENNBIOMK10_07_29_19, by = c("RID", "VISCODE"))
head(mismatch)
##    RID VISCODE   DRAWDATE    RUNDATE ABETA40 ABETA42  PTAU   TAU
## 1 2403      nv 2017-08-15 2019-03-01   16890   508.7 23.44 255.7
## 2 4030      nv 2017-10-23 2019-03-11   13840   567.0 28.79 269.8
## 3 4536      nv 2019-01-08 2019-03-15   19760  1260.0 27.31 316.0
## 4 4643      nv 2018-06-28 2019-03-14   16810  1562.0 16.43 193.3
## 5 5093      nv 2017-07-12 2019-02-28   23130  2357.0 23.06 259.8
## 6 5203      nv 2017-12-15 2019-03-01   18640  1422.0 19.86 231.5
table(chk_UPENNBIOMK10_07_29_19$Phase)
## 
##  ADNI1  ADNI2  ADNI3 ADNIGO 
##     11     78    391      5
table(chk_UPENNBIOMK10_07_29_19$VISCODE)
## 
##   bl m132 m144  m24  m36  m48  m60  m72  m84  m96 
##  310   12    1   18    2   35   27   63   14    3

Question: Some mismatches with “nv” (no visit defined) as viscodes. Might be fine to ignore.

UPENNBIOMK12_01_04_21

UPENNBIOMK12_01_04_21_join <- UPENNBIOMK12_01_04_21 %>% 
  mutate(VISCODE = VISCODE2) %>% 
  select(RID, VISCODE, EXAMDATE, RUNDATE, AB40, ABETA, AB4240, PTAU, TAU) 
chk_UPENNBIOMK12_01_04_21 <- chk_patients %>% 
  left_join(UPENNBIOMK12_01_04_21_join, by = c("RID", "VISCODE")) %>% 
  filter(!is.na(RUNDATE))
mismatch <- UPENNBIOMK12_01_04_21_join %>% 
  anti_join(chk_UPENNBIOMK12_01_04_21, by = c("RID", "VISCODE"))
head(mismatch)
##    RID VISCODE   EXAMDATE    RUNDATE  AB40  ABETA  AB4240  PTAU   TAU
## 1   89      nv 2019-08-07 2020-08-21 14760 1250.0 0.08469 14.58 160.7
## 2  498      nv 2019-11-22 2020-08-24 27700 2068.0 0.07466 43.83 448.5
## 3 2308      nv 2019-08-19 2020-08-21 20400 1725.0 0.08456 14.22 180.8
## 4 4213      nv 2019-10-18 2020-08-24 22920 2099.0 0.09158 23.88 277.3
## 5 4216      nv 2020-02-06 2020-08-25 13220 1176.0 0.08896 13.03 168.3
## 6 4272      nv 2020-02-11 2020-08-25 14080  527.5 0.03746 23.95 254.0
table(chk_UPENNBIOMK12_01_04_21$Phase)
## 
##  ADNI1  ADNI2  ADNI3 ADNIGO 
##     12     14    165      3
table(chk_UPENNBIOMK12_01_04_21$VISCODE)
## 
##   bl m108  m12 m156  m24  m36  m48  m60  m72  m84  m96 
##   76    4    5    5   49    2    9    1   10    9   24

Question: Some mismatches with “nv” (no visit defined) as viscodes. Might be fine to ignore.

UPENNBIOMK9_04_19_17

UPENNBIOMK9_04_19_17_join <- UPENNBIOMK9_04_19_17 %>% 
  mutate(VISCODE = VISCODE2) %>% 
  select(RID, VISCODE, EXAMDATE, RUNDATE, ABETA, TAU, PTAU) 
chk_UPENNBIOMK9_04_19_17 <- chk_patients %>% 
  left_join(UPENNBIOMK9_04_19_17_join, by = c("RID", "VISCODE")) %>% 
  filter(!is.na(RUNDATE))
mismatch <- UPENNBIOMK12_01_04_21_join %>% 
  anti_join(chk_UPENNBIOMK12_01_04_21, by = c("RID", "VISCODE"))
head(mismatch)
##    RID VISCODE   EXAMDATE    RUNDATE  AB40  ABETA  AB4240  PTAU   TAU
## 1   89      nv 2019-08-07 2020-08-21 14760 1250.0 0.08469 14.58 160.7
## 2  498      nv 2019-11-22 2020-08-24 27700 2068.0 0.07466 43.83 448.5
## 3 2308      nv 2019-08-19 2020-08-21 20400 1725.0 0.08456 14.22 180.8
## 4 4213      nv 2019-10-18 2020-08-24 22920 2099.0 0.09158 23.88 277.3
## 5 4216      nv 2020-02-06 2020-08-25 13220 1176.0 0.08896 13.03 168.3
## 6 4272      nv 2020-02-11 2020-08-25 14080  527.5 0.03746 23.95 254.0
table(chk_UPENNBIOMK9_04_19_17$Phase)
## 
##  ADNI1  ADNI2 ADNIGO 
##    924   1282    172
table(chk_UPENNBIOMK9_04_19_17$VISCODE)
## 
##   bl  m06 m108  m12 m120  m18  m24  m30  m36  m48  m60  m72  m84  m96 
## 1215    2   15  322    5    1  443    2   82  188   43   28   19   13

Question: Some mismatches with “nv” (no visit defined) as viscodes. Might be fine to ignore.

UPENNBIOMKADNIDIAN2017

UPENNBIOMKADNIDIAN2017_join <- UPENNBIOMKADNIDIAN2017 %>% 
  mutate(VISCODE = VISCODE2) %>% 
  select(RID, VISCODE, EXAMDATE, RUNDATE, ABETA, AB40, TAU, PTAU) 
chk_UPENNBIOMKADNIDIAN2017 <- chk_patients %>% 
  left_join(UPENNBIOMKADNIDIAN2017_join, by = c("RID", "VISCODE")) %>% 
  filter(!is.na(RUNDATE))
mismatch <- UPENNBIOMKADNIDIAN2017_join %>% 
  anti_join(chk_UPENNBIOMKADNIDIAN2017, by = c("RID", "VISCODE"))
head(mismatch)
##    RID VISCODE   EXAMDATE    RUNDATE ABETA  AB40 TAU PTAU
## 1 4594      nv 2015-06-10 2017-11-01  1421 17900 168   14
table(chk_UPENNBIOMKADNIDIAN2017$Phase)
## 
##  ADNI1  ADNI2 ADNIGO 
##     53    321     48
table(chk_UPENNBIOMKADNIDIAN2017$VISCODE)
## 
##   bl m108  m12 m120  m24  m36  m48  m60  m72  m84  m96 
##  141    7   24    2  140   10   56   16   10   12    4

Question: One mismatch with “nv” (no visit defined) as viscode. Might be fine to ignore. The registry dates and examdates varied a little.

Plots

id_UPENNBIOMK_MASTER <- chk_UPENNBIOMK_MASTER %>% 
  mutate(Source = "UPENNBIOMK_MASTER", 
         Date = DRWDTE) %>% 
  select(Source, RID, Phase, VISCODE, Date)
id_UPENNBIOMK10_07_29_19 <- chk_UPENNBIOMK10_07_29_19 %>% 
  mutate(Source = "UPENNBIOMK10_07_29_19", 
         Date = DRAWDATE) %>% 
  select(Source, RID, Phase, VISCODE, Date)
id_UPENNBIOMK12_01_04_21 <- chk_UPENNBIOMK12_01_04_21 %>% 
  mutate(Source = "UPENNBIOMK12_01_04_21", 
         Date = EXAMDATE.y) %>% 
  select(Source, RID, Phase, VISCODE, Date)
id_UPENNBIOMK9_04_19_17 <- chk_UPENNBIOMK9_04_19_17 %>% 
  mutate(Source = "UPENNBIOMK9_04_19_17", 
         Date = EXAMDATE.y) %>% 
  select(Source, RID, Phase, VISCODE, Date)
id_UPENNBIOMKADNIDIAN2017 <- chk_UPENNBIOMKADNIDIAN2017 %>% 
  mutate(Source = "UPENNBIOMKADNIDIAN2017", 
         Date = EXAMDATE.y) %>% 
  select(Source, RID, Phase, VISCODE, Date)
ids <- rbind(id_UPENNBIOMK_MASTER, 
             id_UPENNBIOMK10_07_29_19, 
             id_UPENNBIOMK12_01_04_21, 
             id_UPENNBIOMK9_04_19_17, 
             id_UPENNBIOMKADNIDIAN2017)

p_phase <- ggplot(data = ids) + 
  theme_bw() + 
  geom_jitter(aes(x = RID, 
                  y = Source, 
                  color = Phase, 
                  text = paste(" RID:", RID, 
                               "<br> Source:", Source, 
                               "<br> Phase:", Phase, 
                               "<br> VISCODE:", VISCODE, 
                               "<br> Date:", Date)), 
              alpha = 0.6, height = 0.3, width = 0.2)
p_visit <- ggplot(data = ids) + 
  theme_bw() + 
  geom_jitter(aes(x = RID, 
                  y = Source, 
                  color = VISCODE, 
                  text = paste(" RID:", RID, 
                               "<br> Source:", Source, 
                               "<br> Phase:", Phase, 
                               "<br> VISCODE:", VISCODE, 
                               "<br> Date:", Date)), 
              alpha = 0.6, height = 0.3, width = 0.2)

p_times <- ggplot(data = ids) + 
  theme_bw() + 
  geom_jitter(aes(x = Date, 
                  y = Source, 
                  color = Phase, 
                  text = paste(" RID:", RID, 
                               "<br> Source:", Source, 
                               "<br> Phase:", Phase, 
                               "<br> VISCODE:", VISCODE, 
                               "<br> Date:", Date)), 
              alpha = 0.6, height = 0.3, width = 0.2) + 
  scale_x_discrete(breaks = c("2005-11-10", "2010-03-26", 
                              "2011-09-16", "2016-09-26", 
                              "2019-02-20", "2020-06-15")) + 
  theme(axis.text.x = element_text(angle = 45, 
                                   vjust = 0.5, 
                                   hjust=1))

ggplotly(p_phase, tooltip="text")
ggplotly(p_visit, tooltip="text")
ggplotly(p_times, tooltip="text")

Merge Data

UPENNBIOMK10_07_29_19_join
##      RID VISCODE   DRAWDATE    RUNDATE ABETA40 ABETA42  PTAU     TAU
## 1     96     m48 2010-02-16 2019-03-13   11890  1058.0 12.80  143.10
## 2     96     m84 2013-02-20 2019-03-13    9870   827.4 12.82  145.10
## 3     96    m132 2017-03-16 2019-03-13    9480   821.2 13.33  146.10
## 4    112    m132 2017-07-11 2019-02-28   11640   377.2 25.20  248.20
## 5    259      bl 2006-03-28 2019-03-13   18120   715.3 32.05  285.50
## 6    259     m60 2011-04-14 2019-03-13   20300   742.2 41.66  378.60
## 7    259    m132 2017-10-31 2019-03-13   19120   750.3 46.53  438.40
## 8    337    m132 2017-06-15 2019-03-04   15750  1422.0 15.35  185.20
## 9    416     m72 2012-02-13 2019-03-13   17070  1226.0 18.04  237.20
## 10   416    m132 2017-07-10 2019-03-13   17650   802.1 24.29  300.60
## 11   416     m96 2013-12-12 2019-03-13   20560  1432.0 20.15  262.90
## 12   454      bl 2006-06-14 2019-03-13   26240  1991.0 31.91  360.60
## 13   454     m36 2009-06-22 2019-03-13   24480  1330.0 36.07  404.90
## 14   454    m132 2017-09-06 2019-03-13   25150   929.9 62.86  561.10
## 15   498      bl 2006-09-12 2019-03-13   19570  1948.0 19.46  210.10
## 16   498    m132 2017-11-10 2019-03-13   23840  1898.0 28.48  305.30
## 17   498     m48 2010-11-18 2019-03-13   24680  2462.0 25.81  280.30
## 18   610     m48 2011-04-04 2019-03-13   24460  2430.0 31.01  361.50
## 19   610      bl 2006-07-10 2019-03-13   31030  3374.0 30.12  358.50
## 20   610    m132 2017-08-31 2019-03-13   28280  2657.0 36.08  413.40
## 21   618     m48 2010-07-02 2019-03-13   18360  1191.0 17.63  230.10
## 22   618      bl 2006-07-24 2019-03-13   18580  1260.0 18.19  218.90
## 23   618    m144 2018-09-28 2019-03-13   18370   737.8 28.01  285.30
## 24   731      bl 2006-09-12 2019-03-13   19600   717.2 26.61  277.00
## 25   731    m132 2017-09-18 2019-03-13   27030   534.8 70.25  556.90
## 26   731     m60 2011-11-28 2019-03-13   24800   662.5 44.31  389.70
## 27   896    m132 2018-03-14 2019-03-13   18720   667.6 24.92  284.30
## 28   896      bl 2006-11-07 2019-03-13   16410  1210.0 17.80  205.40
## 29   896     m48 2010-11-12 2019-03-13   18080  1093.0 19.30  231.60
## 30  1016     m72 2012-10-31 2019-03-13   15430   661.6 29.09  289.20
## 31  1016      bl 2006-11-17 2019-03-13   17120  1009.0 23.43  252.40
## 32  1016    m132 2017-12-13 2019-03-13   16760   658.8 33.08  314.10
## 33  1169      bl 2007-01-05 2019-03-13   30350  3077.0 32.98  358.60
## 34  1169     m60 2012-02-06 2019-03-13   27290  2988.0 32.33  347.40
## 35  1169    m132 2017-12-14 2019-03-13   29820  3305.0 33.26  345.00
## 36  2119     m84 2017-06-14 2019-03-04   27250  3081.0 27.02  354.20
## 37  2133     m84 2018-01-16 2019-03-04   17430   470.4 31.22  332.80
## 38  2155     m84 2017-10-30 2019-02-28   29700   633.0 91.40  795.90
## 39  2187     m84 2018-04-04 2019-03-06   20190  1392.0 19.90  231.70
## 40  2201     m84 2017-10-11 2019-03-11   22820  1809.0 20.94  255.90
## 41  2233     m96 2019-02-07 2019-03-07   15120   704.3 25.70  272.10
## 42  2234     m84 2018-01-22 2019-03-04   23730  2318.0 20.13  245.30
## 43  2239     m72 2017-05-16 2019-02-28   26420  1379.0 30.88  352.00
## 44  2245     m96 2019-01-09 2019-03-06   24790   855.8 26.24  295.50
## 45  2245     m72 2017-02-15 2019-02-28   25090  1064.0 26.07  282.30
## 46  2263     m72 2017-04-25 2019-02-28   15190   892.9 15.96  190.60
## 47  2308     m72 2017-12-15 2019-03-01   23080  1990.0 13.16  169.30
## 48  2315     m72 2018-04-30 2019-03-04   14650  1162.0 12.40  160.00
## 49  2332     m72 2017-05-16 2019-02-28   29730  1490.0 27.96  327.30
## 50  2373     m72 2017-06-27 2019-03-11   24530   652.6 51.74  505.90
## 51  2374     m72 2017-11-29 2019-03-11   20400  1654.0 21.78  281.50
## 52  2392     m72 2017-08-24 2019-03-11   13410   728.6 13.04  148.10
## 53  2394     m72 2017-08-16 2019-02-28   15070   454.7 21.91  237.60
## 54  2403      nv 2017-08-15 2019-03-01   16890   508.7 23.44  255.70
## 55  4003      bl 2011-04-13 2019-03-13   23360  1163.0 25.87  284.20
## 56  4003     m24 2013-05-02 2019-03-13   20850   959.2 27.17  284.40
## 57  4003     m84 2017-12-04 2019-03-13   20990   886.6 26.49  270.90
## 58  4021     m24 2013-05-10 2019-03-13    7790   696.7    NA   90.33
## 59  4021      bl 2011-06-17 2019-03-13    7600   664.3    NA   93.82
## 60  4021     m84 2018-10-18 2019-03-13    5440   418.8    NA   80.08
## 61  4028      bl 2011-05-23 2019-03-13   26970  1959.0 24.82  305.50
## 62  4028     m48 2015-06-08 2019-03-13   37480  2250.0 29.91  371.50
## 63  4028     m72 2017-11-07 2019-03-13   28130  1405.0 27.74  340.10
## 64  4030      nv 2017-10-23 2019-03-11   13840   567.0 28.79  269.80
## 65  4067     m72 2018-03-27 2019-03-15    9480   289.5 16.83  172.80
## 66  4071     m72 2017-03-27 2019-03-13   19690   790.5 45.72  461.40
## 67  4071      bl 2011-08-22 2019-03-13   14880   656.8 32.47  352.70
## 68  4071     m48 2015-11-11 2019-03-13   20210   859.3 42.66  464.50
## 69  4084      bl 2011-07-20 2019-03-13   21280  2302.0 20.27  238.70
## 70  4084     m48 2015-08-07 2019-03-13   19780  2027.0 19.87  231.10
## 71  4084     m72 2017-08-29 2019-03-13   21550  2280.0 20.37  233.50
## 72  4094     m72 2017-10-16 2019-03-11   13660  1210.0 12.42  152.60
## 73  4105      bl 2011-07-27 2019-03-12   10020   932.3 11.59  138.40
## 74  4105     m48 2015-08-06 2019-03-12   11670  1135.0 12.02  146.60
## 75  4105     m72 2017-10-17 2019-03-12   11460  1033.0 12.57  150.40
## 76  4115     m72 2018-01-10 2019-03-04   23450  1887.0 25.84  294.00
## 77  4119     m72 2018-03-07 2019-03-14   30870  1217.0 40.95  406.50
## 78  4119      bl 2011-08-29 2019-03-14   22540  1892.0 29.53  288.10
## 79  4143     m72 2017-07-18 2019-02-28   22270  2244.0 20.22  307.00
## 80  4148     m72 2017-07-13 2019-03-12   18220  1421.0 13.96  180.00
## 81  4148     m24 2013-08-15 2019-03-12   16120  1137.0 14.56  182.40
## 82  4148      bl 2011-08-30 2019-03-12   18040  1300.0 14.82  186.70
## 83  4149     m84 2018-10-29 2019-03-06   15120   566.3 25.59  242.80
## 84  4164      bl 2011-11-29 2019-03-12   21580  2281.0 19.52  230.50
## 85  4164     m72 2017-12-18 2019-03-12   23070  2315.0 20.96  239.10
## 86  4164     m24 2013-12-23 2019-03-12   22400  2353.0 19.76  235.50
## 87  4169     m72 2017-09-19 2019-03-01   23130  1963.0 24.91  290.70
## 88  4176     m48 2016-01-06 2019-03-12   34870  1042.0 53.28  494.10
## 89  4176     m72 2018-01-17 2019-03-12   32120  1099.0 42.84  417.70
## 90  4176      bl 2011-09-07 2019-03-12   29110   821.7 47.95  453.50
## 91  4179     m48 2016-01-12 2019-03-12   11410   361.2 27.80  250.90
## 92  4179     m72 2018-02-14 2019-03-12   11450   375.4 27.36  300.60
## 93  4179      bl 2011-09-07 2019-03-12    9400   301.4 22.03  215.80
## 94  4197     m72 2017-09-19 2019-03-01   14540   744.0 19.31  217.80
## 95  4198      bl 2011-09-20 2019-03-12   14020   643.1 19.13  202.70
## 96  4198     m48 2015-09-29 2019-03-12   14720   746.7 20.34  211.90
## 97  4198     m72 2017-10-10 2019-03-12   15310   686.7 22.36  229.00
## 98  4199     m84 2018-04-04 2019-03-05   15380  1328.0 15.01  168.90
## 99  4210     m72 2017-09-20 2019-03-01   27990  1341.0 39.50  375.70
## 100 4213     m72 2017-08-11 2019-03-12   19400  1800.0 21.08  239.50
## 101 4213     m24 2013-09-23 2019-03-12   17700  1824.0 18.68  222.30
## 102 4213      bl 2011-10-03 2019-03-12   15790  1529.0 18.49  211.10
## 103 4229     m72 2017-09-18 2019-02-28   11620  1042.0 11.20  133.20
## 104 4254     m60 2017-04-20 2019-03-14   24770   879.8 39.68  417.10
## 105 4254      bl 2011-11-08 2019-03-14   22110  1011.0 30.30  337.60
## 106 4272     m72 2018-01-23 2019-03-04   11710   428.8 22.94  242.40
## 107 4275     m84 2019-01-09 2019-03-15   18500  1640.0 21.40  230.10
## 108 4277     m72 2017-08-02 2019-03-14   26740  2896.0 20.00  236.20
## 109 4277      bl 2011-11-10 2019-03-14   25640  2852.0 19.28  229.20
## 110 4278     m48 2015-10-22 2019-03-12   12610   368.1 22.66  238.50
## 111 4278      bl 2011-11-03 2019-03-12   14700   436.0 18.66  204.20
## 112 4278     m72 2017-12-12 2019-03-12   12610   365.7 24.15  248.10
## 113 4288     m72 2017-11-08 2019-03-12    9450   402.0 12.53  130.30
## 114 4288     m48 2015-11-11 2019-03-12   11150   611.2 11.95  130.60
## 115 4288      bl 2011-12-06 2019-03-12   11320   702.4 11.25  130.00
## 116 4290     m72 2018-03-08 2019-03-11   20240   691.1 37.92  389.00
## 117 4294     m72 2017-10-31 2019-03-01   17030   419.1 25.73  273.00
## 118 4299     m72 2017-12-20 2019-03-01   16410  1329.0 19.87  248.20
## 119 4301     m72 2017-10-30 2019-03-01    9780   777.0 10.61  137.50
## 120 4302     m60 2017-02-01 2019-02-28   21030   859.8 42.46  383.90
## 121 4308      bl 2012-02-27 2019-03-12   21500  2152.0 20.21  226.20
## 122 4308     m24 2014-04-30 2019-03-12   23840  2446.0 21.00  251.00
## 123 4308     m60 2017-08-14 2019-03-12   23740  2203.0 22.44  253.10
## 124 4332     m72 2017-11-01 2019-03-01   21240  1160.0 25.86  277.60
## 125 4343     m60 2017-05-09 2019-03-12   18260   560.7 51.68  451.50
## 126 4343      bl 2011-11-18 2019-03-12   20320   675.2 52.58  464.30
## 127 4343     m24 2013-11-22 2019-03-12   14110   413.5 51.56  429.60
## 128 4352     m72 2017-06-27 2019-03-14   26270  1676.0 22.80  254.70
## 129 4352      bl 2011-12-14 2019-03-14   24140  1908.0 22.09  252.70
## 130 4365      bl 2012-01-05 2019-03-12   17700  1152.0 15.69  182.40
## 131 4365     m24 2014-04-14 2019-03-12   18560  1004.0 15.81  191.60
## 132 4365     m72 2017-09-18 2019-03-12   16680   659.0 17.02  184.10
## 133 4367     m60 2017-05-16 2019-03-14   14840   783.5 21.78  231.20
## 134 4367      bl 2011-12-07 2019-03-14   14660   857.7 19.49  205.50
## 135 4369     m72 2017-06-26 2019-03-12   19530  1816.0 26.50  281.20
## 136 4369     m24 2013-11-22 2019-03-12   20450  2193.0 27.13  295.00
## 137 4369      bl 2011-12-07 2019-03-12   21940  2325.0 23.68  266.70
## 138 4399     m72 2017-07-31 2019-03-12   24380  1626.0 24.54  277.90
## 139 4399      bl 2012-08-14 2019-03-12   20180  1529.0 19.24  220.60
## 140 4399     m24 2013-12-19 2019-03-12   26270  2055.0 21.83  257.80
## 141 4410     m24 2014-01-10 2019-03-12   24890  1520.0 30.42  325.90
## 142 4410      bl 2012-01-13 2019-03-12   26970  2058.0 28.09  306.90
## 143 4410     m60 2017-03-01 2019-03-12   26500  1445.0 35.06  351.80
## 144 4414     m60 2017-10-23 2019-03-01   14090   641.1 40.39  513.60
## 145 4415     m72 2017-10-17 2019-03-01   18880   406.5    NA 1018.00
## 146 4417     m60 2017-10-13 2019-03-01   22280   735.1 22.12  254.20
## 147 4422     m24 2014-01-10 2019-03-12   23100  1020.0 29.88  399.30
## 148 4422     m60 2017-03-24 2019-03-12   21230   803.1 25.07  387.80
## 149 4422      bl 2011-12-28 2019-03-12   25930  1314.0 29.93  375.00
## 150 4429     m24 2014-01-22 2019-03-14   19470  1921.0 26.49  306.10
## 151 4429      bl 2012-02-16 2019-03-14   22020  2406.0 24.68  269.60
## 152 4429     m72 2017-12-08 2019-03-14   22960  2396.0 30.13  319.70
## 153 4431     m72 2018-05-14 2019-03-04   13760   707.5 15.78  181.70
## 154 4469     m24 2014-04-17 2019-03-14   31130  3189.0 30.84  375.00
## 155 4469      bl 2012-04-20 2019-03-14   34440  3949.0 33.74  405.10
## 156 4469     m72 2017-11-06 2019-03-14   34100  2952.0 34.27  405.30
## 157 4482     m24 2014-03-11 2019-03-14   33740  1040.0 67.48  615.80
## 158 4482      bl 2012-03-19 2019-03-14   33300  1168.0 60.13  581.60
## 159 4482     m72 2017-11-07 2019-03-14   35690  1098.0 86.84  737.00
## 160 4488      bl 2012-02-23 2019-03-14   17340  1731.0 15.91  194.20
## 161 4488     m48 2016-02-23 2019-03-14   18740  1767.0 18.10  215.40
## 162 4488     m72 2017-09-19 2019-03-14   18500  1620.0 17.91  214.20
## 163 4491      bl 2012-02-22 2019-03-14   15020  1263.0 14.43  168.70
## 164 4491     m48 2016-03-03 2019-03-14   18050  1723.0 16.27  185.80
## 165 4491     m72 2018-03-15 2019-03-14   17910  1640.0 15.80  190.00
## 166 4502     m72 2017-10-30 2019-03-01    8090   397.0 25.85  315.30
## 167 4507     m72 2018-06-22 2019-03-06   17490   570.9 38.86  374.50
## 168 4513     m72 2018-05-22 2019-03-07   14350   631.5 20.46  249.50
## 169 4536      nv 2019-01-08 2019-03-15   19760  1260.0 27.31  316.00
## 170 4538     m60 2017-11-02 2019-02-28   24030   766.4 41.59  432.10
## 171 4547     m60 2017-08-24 2019-03-11   15080   458.9 23.48  241.40
## 172 4578     m84 2019-02-19 2019-03-14   17060  1809.0 15.94  195.60
## 173 4578     m48 2016-03-22 2019-03-14   16060  1729.0 14.93  178.30
## 174 4578      bl 2012-04-02 2019-03-14   18970  2081.0 14.31  177.40
## 175 4604      bl 2012-03-30 2019-03-14   14790  1270.0 13.64  159.60
## 176 4604     m24 2014-05-06 2019-03-14   13540   966.5 13.75  156.50
## 177 4604     m60 2017-08-03 2019-03-14   15380  1248.0 15.80  181.00
## 178 4631     m72 2018-01-11 2019-03-11   15330   521.6 39.20  341.00
## 179 4637      bl 2012-04-26 2019-03-14   11010   371.8 18.82  204.60
## 180 4637     m24 2014-05-07 2019-03-14    9890   330.5 20.49  210.40
## 181 4637     m60 2017-10-11 2019-03-14   11370   357.1 24.47  238.50
## 182 4643      bl 2012-04-27 2019-03-14   17880  1763.0 15.88  186.60
## 183 4643     m48 2016-04-28 2019-03-14   21640  2157.0 18.75  220.20
## 184 4643      nv 2018-06-28 2019-03-14   16810  1562.0 16.43  193.30
## 185 4654     m60 2017-05-08 2019-02-28   29110  1433.0 40.45  454.30
## 186 4706     m60 2017-10-05 2019-03-01   25240  1832.0 30.87  342.90
## 187 4767     m60 2017-06-16 2019-03-04   14260   699.9 19.73  204.10
## 188 4782     m60 2017-09-06 2019-03-11   13140   348.6 22.46  236.60
## 189 4835     m60 2017-07-24 2019-03-14   20990   733.9 34.88  325.90
## 190 4835      bl 2012-07-30 2019-03-14   18570   679.7 24.65  262.30
## 191 4855     m60 2018-03-12 2019-03-14   11400   553.3 26.63  271.50
## 192 4855      bl 2012-08-13 2019-03-14   14810   746.0 21.30  225.30
## 193 4855     m24 2014-08-14 2019-03-14   12030   577.8 23.30  233.60
## 194 4856     m72 2018-05-29 2019-03-14   11070  1034.0 10.03  127.20
## 195 4856      bl 2012-08-15 2019-03-14   10590   944.6  9.50  119.10
## 196 4862     m60 2018-09-06 2019-03-05   22650   711.3 46.03  430.60
## 197 4869     m72 2019-02-06 2019-03-06   22190  1971.0 22.13  269.90
## 198 4889     m60 2017-12-05 2019-03-01   14780   746.9 10.92  134.70
## 199 4919     m72 2019-01-16 2019-03-06   21330   705.0 20.89  238.00
## 200 4919     m48 2017-02-08 2019-02-28   19970   791.4 17.05  203.50
## 201 4960     m72 2018-06-15 2019-03-04   18390  1701.0 15.41  178.20
## 202 5004     m48 2017-04-27 2019-02-28   20520  1762.0 21.92  253.60
## 203 5047     m60 2018-08-23 2019-03-11   19540   597.8 36.49  383.50
## 204 5078     m48 2017-08-07 2019-02-28   16010  1341.0 12.76  163.30
## 205 5093      nv 2017-07-12 2019-02-28   23130  2357.0 23.06  259.80
## 206 5097     m60 2018-03-16 2019-03-11   16780   985.3 17.56  216.60
## 207 5113     m48 2017-07-07 2019-03-05   19460  1775.0 18.70  220.80
## 208 5140     m48 2017-12-08 2019-03-01   10390   791.3  9.41  127.30
## 209 5141     m48 2017-06-23 2019-03-05   16570  1621.0 18.46  216.50
## 210 5158     m48 2018-04-12 2019-03-11   19470   924.8 20.80  242.50
## 211 5175     m48 2017-08-30 2019-03-01   26540  2443.0 15.99  211.70
## 212 5185     m48 2017-08-29 2019-02-28   24390   615.2 57.69  511.90
## 213 5198     m48 2017-11-29 2019-03-01   14990   787.2 16.30  193.10
## 214 5200     m48 2017-07-12 2019-02-28   14190  1327.0  9.80  129.90
## 215 5203      nv 2017-12-15 2019-03-01   18640  1422.0 19.86  231.50
## 216 5222     m48 2017-05-08 2019-03-11   19830  1576.0 21.15  230.10
## 217 5228     m48 2017-10-17 2019-03-01   20160  1927.0 19.95  217.80
## 218 5265     m48 2017-09-19 2019-03-01   17290   450.0 33.87  312.20
## 219 5266     m48 2017-08-10 2019-02-28   30750  3451.0 25.97  295.90
## 220 5278     m48 2018-02-28 2019-03-11   22900   939.3 30.61  316.60
## 221 5289     m36 2017-05-10 2019-02-28   19350  1887.0 15.27  177.10
## 222 5290     m48 2017-10-17 2019-03-01   33640   901.8 54.81  503.90
## 223 6001      nv 2017-02-22 2019-02-28   22900  2591.0 21.92  266.60
## 224 6005      bl 2017-04-27 2019-02-28   20210  1198.0 16.19  187.20
## 225 6007      bl 2017-04-17 2019-03-11   18510   473.0 31.48  340.70
## 226 6009      bl 2017-05-15 2019-02-28   11150   637.8  9.33  117.80
## 227 6014      bl 2018-03-28 2019-03-11   13130  1163.0 10.87  134.50
## 228 6016      bl 2017-08-22 2019-02-28    5220   442.0    NA   89.11
## 229 6019      bl 2017-06-15 2019-03-05   20580  1285.0 26.34  289.70
## 230 6024      bl 2017-12-05 2019-03-01   22260  1210.0 28.04  300.30
## 231 6025      bl 2017-09-19 2019-03-01   16410   993.8 17.95  209.10
## 232 6030      bl 2017-07-24 2019-02-28   21250   740.4 28.89  330.60
## 233 6031      nv 2017-11-16 2019-03-01   22040   846.5 21.99  248.00
## 234 6033      bl 2017-06-28 2019-03-04   25160  2058.0 17.48  213.20
## 235 6034      bl 2017-07-26 2019-02-28   28690  1370.0 50.37  460.30
## 236 6035      bl 2017-10-24 2019-03-01   27990  1059.0 38.09  389.60
## 237 6037      bl 2017-08-01 2019-02-28   18490  1832.0 15.15  158.70
## 238 6038      bl 2017-12-05 2019-03-01   28730  3308.0 19.38  266.40
## 239 6039      bl 2017-08-09 2019-03-11   16090   673.7 31.27  320.30
## 240 6041      bl 2017-08-23 2019-03-11   30730  2463.0 28.03  321.60
## 241 6044      bl 2017-07-24 2019-02-28   20390   591.4 40.91  359.80
## 242 6045      bl 2017-08-02 2019-03-11   20700  1917.0 17.24  202.50
## 243 6046      bl 2018-03-20 2019-03-01   16710  1490.0 15.91  187.30
## 244 6047      bl 2017-08-08 2019-02-28   10140   654.0 11.81  153.70
## 245 6049      bl 2018-03-29 2019-03-11   19760   630.7 30.76  334.60
## 246 6051      bl 2017-11-06 2019-02-28   13140  1099.0 11.28  134.60
## 247 6052      bl 2017-08-16 2019-02-28   16320   817.1 18.68  227.50
## 248 6053      bl 2017-08-25 2019-02-28   18460  1840.0 14.84  175.20
## 249 6054      bl 2017-08-17 2019-02-28   11140   698.6 10.49  141.00
## 250 6056      bl 2017-08-31 2019-03-15   13810  1262.0 12.47  153.00
## 251 6057      bl 2018-02-06 2019-03-07   14580  1010.0 15.46  192.30
## 252 6058      bl 2017-09-18 2019-02-28   25960  2631.0 21.13  241.30
## 253 6059      bl 2018-02-05 2019-03-11   21310  1675.0 19.06  220.70
## 254 6061      bl 2017-08-30 2019-03-11   19950   581.6 28.24  288.90
## 255 6063      bl 2018-02-20 2019-03-11   10700   865.1  9.60  120.20
## 256 6066      bl 2017-09-08 2019-02-28   33580  1117.0 45.51  505.60
## 257 6067      bl 2017-10-18 2019-03-11   14180  1173.0 14.65  182.60
## 258 6068      bl 2017-08-31 2019-02-28   16270   476.6 33.77  316.90
## 259 6069      bl 2017-09-06 2019-02-28   13860   573.2 16.89  173.90
## 260 6072      bl 2017-09-06 2019-02-28   25510   791.3 36.40  361.90
## 261 6073      bl 2017-10-12 2019-03-11    8370   319.0 21.13  203.00
## 262 6076      bl 2017-12-01 2019-03-01   14140  1259.0 13.61  162.40
## 263 6080      bl 2017-10-20 2019-02-28   16610  1684.0 12.37  158.90
## 264 6083      bl 2017-11-27 2019-03-01   24230  2116.0 22.32  245.50
## 265 6084      bl 2017-11-13 2019-02-28   15300   868.0 15.73  196.30
## 266 6085      bl 2018-05-01 2019-03-11   22330  1703.0 15.07  201.40
## 267 6094      bl 2017-11-08 2019-03-01   27450  2337.0 24.61  284.60
## 268 6103      bl 2017-12-04 2019-03-01   18650  1319.0 15.19  184.20
## 269 6104      bl 2017-11-30 2019-03-01   23470  1180.0 27.60  298.90
## 270 6105      bl 2017-12-05 2019-03-04   17550  1848.0 15.10  188.40
## 271 6110      bl 2017-12-01 2019-03-01   21480  1821.0 17.33  203.60
## 272 6111      bl 2018-04-11 2019-03-07   21460  2075.0 17.37  216.60
## 273 6113      bl 2018-03-29 2019-03-11   13580  1130.0 12.75  169.40
## 274 6115      bl 2018-02-07 2019-03-04   20630  1440.0 22.09  239.30
## 275 6116      bl 2017-12-01 2019-03-01   21300  1982.0 24.27  249.40
## 276 6118      bl 2017-12-06 2019-03-11   18460  1569.0 18.20  216.60
## 277 6119      bl 2018-02-05 2019-03-07   15410   992.4 11.64  141.20
## 278 6120      bl 2017-12-12 2019-03-01   13990   871.5 13.81  171.80
## 279 6125      bl 2018-02-07 2019-03-01   25290  1448.0 30.51  321.40
## 280 6131      bl 2018-07-02 2019-03-07   17790   811.9 19.25  213.30
## 281 6133      bl 2018-01-17 2019-03-11   15380   592.8 23.25  246.10
## 282 6134      bl 2018-01-09 2019-03-11   16080   502.8 24.55  233.90
## 283 6136      bl 2017-12-14 2019-03-01   10350   779.1  8.61  103.70
## 284 6141      bl 2018-04-16 2019-03-04    8450   733.1  9.15  108.40
## 285 6143      nv 2018-05-23 2019-03-07   34480  3657.0 37.14  414.80
## 286 6144      bl 2018-01-03 2019-03-07    9620   410.9 15.97  180.20
## 287 6145      bl 2018-03-16 2019-03-01   34390  4211.0 35.02  366.80
## 288 6146      bl 2018-01-22 2019-03-04   18510  1545.0 18.10  208.40
## 289 6147      bl 2018-02-21 2019-03-04   27110  1472.0 28.56  311.20
## 290 6148      bl 2018-03-09 2019-03-04   21480  2039.0 21.70  241.30
## 291 6151      bl 2018-08-21 2019-03-05   19330  1184.0 19.17  212.00
## 292 6157      bl 2018-02-22 2019-03-07   24350  1810.0 21.58  257.40
## 293 6158      bl 2018-03-14 2019-03-11   18330   742.5 16.66  185.30
## 294 6161      nv 2018-05-30 2019-03-06   15110   963.4 13.85  165.80
## 295 6163      bl 2018-04-05 2019-03-05   17260   879.4 20.34  212.30
## 296 6164      bl 2018-02-20 2019-03-01   15890  1502.0 13.56  161.80
## 297 6168      bl 2018-02-14 2019-03-01   14400  1251.0 13.34  153.90
## 298 6173      bl 2018-03-05 2019-03-04   20920  1047.0 32.73  343.70
## 299 6175      bl 2018-05-07 2019-03-04   26470   740.4 40.97  426.50
## 300 6178      bl 2018-02-21 2019-03-01   20830   867.7 31.49  312.90
## 301 6179      bl 2018-03-07 2019-03-11   16210   448.9 28.75  334.90
## 302 6180      bl 2018-06-06 2019-03-06   27070  2047.0 25.85  287.70
## 303 6184      bl 2018-02-20 2019-03-04   19170  1889.0 16.70  192.50
## 304 6185      bl 2018-04-02 2019-03-05   25180  1065.0 29.69  340.90
## 305 6186      bl 2018-02-27 2019-03-04   25630   893.2 69.42  563.70
## 306 6187      bl 2018-06-27 2019-03-11   13400   520.3 13.52  154.70
## 307 6188      bl 2018-03-28 2019-03-01   13870  1353.0 11.37  147.10
## 308 6189      bl 2018-02-28 2019-03-11   28480  2759.0 26.66  307.30
## 309 6192      bl 2018-03-06 2019-03-11   15690  1523.0 18.06  202.20
## 310 6197      bl 2018-07-10 2019-03-05   12180  1133.0 13.67  154.30
## 311 6199      bl 2018-03-23 2019-03-01   15020   378.8 32.51  315.20
## 312 6200      bl 2018-03-01 2019-03-15   18980  1212.0 16.40  190.50
## 313 6202      bl 2018-03-06 2019-03-04   19890  1942.0 24.44  257.70
## 314 6203      bl 2018-03-29 2019-03-01   21180  2139.0 18.72  224.50
## 315 6204      bl 2018-05-01 2019-03-04   18390  1653.0 19.09  203.60
## 316 6207      bl 2018-03-06 2019-03-04   21480  1507.0 18.74  217.80
## 317 6212      bl 2018-04-10 2019-03-11   19420  1725.0 17.76  209.90
## 318 6216      bl 2018-07-02 2019-03-11   25950   754.1 49.22  477.40
## 319 6222      bl 2018-07-16 2019-03-11   14170   716.6 19.86  225.40
## 320 6224      bl 2018-03-15 2019-03-04   17670   980.6 11.36  148.70
## 321 6226      bl 2018-05-03 2019-03-11   22340  1335.0 20.16  256.90
## 322 6227      nv 2018-05-22 2019-03-11   16370  1095.0 13.91  176.60
## 323 6228      bl 2018-03-22 2019-03-01   16970  1307.0 15.17  176.40
## 324 6231      bl 2018-04-12 2019-03-11    6300   259.1 14.31  159.20
## 325 6233      bl 2018-08-30 2019-03-05   19270   923.0 19.04  224.10
## 326 6234      bl 2018-03-16 2019-03-04   18890  1943.0 15.91  187.20
## 327 6236      bl 2018-03-23 2019-03-01   21900  1127.0 26.88  282.30
## 328 6241      bl 2018-07-05 2019-03-07   13640   528.1 18.84  199.80
## 329 6243      bl 2018-04-13 2019-03-05   15940  1406.0 15.81  187.10
## 330 6250      bl 2018-05-30 2019-03-05   21680  1072.0 26.79  266.90
## 331 6251      bl 2018-06-06 2019-03-07   19310   714.0 30.13  322.40
## 332 6252      bl 2018-04-13 2019-03-07   17660   630.7 55.82  481.30
## 333 6255      bl 2018-04-04 2019-03-05   22730   728.0 41.75  368.70
## 334 6256      bl 2018-06-20 2019-03-11   22420  1251.0 17.97  228.30
## 335 6257      bl 2018-04-18 2019-03-04   22680  2176.0 15.37  169.40
## 336 6258      bl 2018-05-16 2019-03-11   10830   514.1 14.68  158.00
## 337 6259      bl 2018-05-09 2019-03-11   12390   718.5 10.05  134.40
## 338 6260      bl 2018-08-08 2019-03-05   15700  1011.0 15.44  181.50
## 339 6264      bl 2018-10-10 2019-03-06   11850   344.0 38.78  327.70
## 340 6266      bl 2018-03-28 2019-03-01   14390  1198.0 15.33  168.30
## 341 6268      bl 2018-08-28 2019-03-15   13470   446.8 24.53  257.50
## 342 6271      bl 2018-07-31 2019-03-11   21180  2153.0 25.60  271.70
## 343 6274      bl 2018-04-04 2019-03-05   22050  2026.0 30.84  322.70
## 344 6275      bl 2018-05-30 2019-03-05   12370  1007.0 12.25  161.10
## 345 6277      bl 2018-05-18 2019-03-04   28950  2778.0 30.15  361.90
## 346 6283      bl 2018-06-11 2019-03-07   16080   782.1 21.93  253.90
## 347 6287      bl 2018-06-21 2019-03-06   14200  1190.0 13.58  155.50
## 348 6288      bl 2018-04-17 2019-03-04   19050   616.3 39.71  400.40
## 349 6289      bl 2018-04-26 2019-03-11   12950   458.3 20.66  246.90
## 350 6291      bl 2018-06-08 2019-03-07    6360   372.3  8.00   93.85
## 351 6292      bl 2018-05-10 2019-03-11   19170  1651.0 16.47  203.10
## 352 6293      bl 2018-08-22 2019-03-11   30750  3065.0 40.94  445.40
## 353 6294      bl 2018-08-07 2019-03-04   21350   735.8 49.40  421.30
## 354 6297      bl 2018-05-04 2019-03-04   15840   671.3 17.65  199.50
## 355 6298      bl 2018-05-16 2019-03-04   28720  2863.0 23.82  276.20
## 356 6303      bl 2018-04-26 2019-03-04   19330   689.7 32.74  319.50
## 357 6304      bl 2018-05-08 2019-03-04   13170   876.9 12.91  153.70
## 358 6307      nv 2018-10-03 2019-03-06   12170   557.1 14.49  151.30
## 359 6308      bl 2018-05-14 2019-03-11   19890  1892.0 20.74  253.50
## 360 6309      bl 2018-06-11 2019-03-07   16750  1247.0 14.03  176.80
## 361 6310      bl 2018-05-16 2019-03-04   30050  2310.0 30.76  342.70
## 362 6312      bl 2018-05-07 2019-03-04   24730  1157.0 49.92  536.80
## 363 6313      bl 2018-05-02 2019-03-11   18180  1739.0 13.71  164.40
## 364 6314      bl 2018-07-02 2019-03-11   10530   843.6 11.71  145.20
## 365 6315      bl 2018-05-16 2019-03-04   18440  1285.0 20.07  216.00
## 366 6316      bl 2018-06-14 2019-03-07   15610   572.1 20.81  231.40
## 367 6317      nv 2018-07-25 2019-03-06   19910  1131.0 21.22  236.10
## 368 6318      bl 2018-07-18 2019-03-06   29920   860.5 47.85  497.50
## 369 6320      bl 2018-07-03 2019-03-04   23540  2391.0 23.49  271.00
## 370 6323      bl 2018-06-19 2019-03-04    9350   777.8  9.26  113.00
## 371 6326      bl 2018-06-11 2019-03-04   18320  1625.0 21.63  228.60
## 372 6327      nv 2018-07-11 2019-03-11   20740   517.4 43.11  403.10
## 373 6329      bl 2018-07-16 2019-03-06   20150  1930.0 20.34  215.30
## 374 6330      bl 2018-06-13 2019-03-07   21970   689.2 45.64  398.60
## 375 6333      bl 2018-05-22 2019-03-07   19250   884.4 24.32  243.50
## 376 6334      bl 2018-05-31 2019-03-05   11260  1007.0 12.25  153.40
## 377 6335      bl 2018-06-26 2019-03-06   25000  2046.0 30.80  330.90
## 378 6341      bl 2018-05-30 2019-03-11   16410   516.1 30.39  289.30
## 379 6343      bl 2018-06-06 2019-03-05   25610  2641.0 24.59  294.80
## 380 6345      bl 2018-06-04 2019-03-06   25770   933.2 54.86  529.30
## 381 6346      bl 2018-06-11 2019-03-04   15610   995.5 15.59  185.00
## 382 6347      bl 2018-08-01 2019-03-11   13050   513.9 19.66  222.70
## 383 6349      bl 2018-05-29 2019-03-06   16430  1428.0 18.95  210.30
## 384 6354      bl 2018-06-06 2019-03-07   20410   867.8 21.21  236.20
## 385 6356      bl 2018-06-06 2019-03-05   11410   379.3 18.59  200.20
## 386 6358      nv 2018-08-28 2019-03-05   18610  1728.0 17.36  198.20
## 387 6359      bl 2018-06-12 2019-03-04   16980   900.3 16.22  192.70
## 388 6362      bl 2018-06-12 2019-03-11   18720  1692.0 13.98  168.70
## 389 6367      bl 2018-06-28 2019-03-11   25410  1173.0 33.10  362.90
## 390 6369      bl 2018-06-06 2019-03-11   24060  2389.0 23.44  258.80
## 391 6370      bl 2018-08-01 2019-03-06   15560   752.8 20.48  220.60
## 392 6374      bl 2018-06-18 2019-03-07   17720  1634.0 14.53  166.80
## 393 6375      bl 2018-08-24 2019-03-05   22020  1839.0 23.43  266.90
## 394 6378      bl 2018-06-05 2019-03-05   19020  1644.0 17.07  198.50
## 395 6381      bl 2018-06-05 2019-03-05   10580   688.5 12.14  145.20
## 396 6384      bl 2018-06-11 2019-03-07   20160  1406.0 27.46  261.50
## 397 6385      bl 2018-06-28 2019-03-05   19340  1605.0 19.63  212.50
## 398 6389      bl 2018-07-02 2019-03-11   17970   446.4 20.10  240.30
## 399 6393      bl 2018-06-14 2019-03-04   16860   466.9 27.12  313.30
## 400 6396      bl 2018-07-16 2019-03-11   24210  2579.0 22.51  263.60
## 401 6399      bl 2018-06-18 2019-03-07   17050  1460.0 13.62  158.90
## 402 6400      bl 2018-06-18 2019-03-07   23230  2156.0 25.13  295.80
## 403 6401      bl 2018-10-10 2019-03-06   24460   640.3 32.51  340.80
## 404 6402      bl 2018-07-23 2019-03-06   24360  2275.0 28.60  325.20
## 405 6411      bl 2018-06-19 2019-03-04   11080   507.5 25.49  253.70
## 406 6413      bl 2018-09-06 2019-03-05   18500   902.5 22.96  257.20
## 407 6414      bl 2018-06-26 2019-03-11   23720  1749.0 19.13  230.00
## 408 6417      bl 2018-07-30 2019-03-06   20780   640.8 28.81  291.80
## 409 6418      bl 2018-07-16 2019-03-11   23300  2274.0 19.24  232.70
## 410 6422      bl 2018-07-10 2019-03-06   10950   958.4  9.85  121.00
## 411 6423      bl 2018-08-15 2019-03-05   23610  2195.0 25.38  304.40
## 412 6424      bl 2018-09-27 2019-03-05   15520  1148.0 17.72  215.40
## 413 6426      bl 2018-10-22 2019-03-07   22440   579.7 50.03  438.80
## 414 6427      bl 2018-07-24 2019-03-06   22450  2085.0 18.41  216.40
## 415 6429      bl 2018-10-10 2019-03-07   11120   872.5 16.04  170.90
## 416 6432      bl 2018-08-01 2019-03-06   16200   507.3 26.87  264.80
## 417 6433      bl 2018-08-30 2019-03-06   20550   647.9 48.27  438.60
## 418 6436      bl 2018-07-25 2019-03-06   12190  1007.0 11.53  142.50
## 419 6437      bl 2018-10-15 2019-03-06   15500  1503.0 14.63  166.00
## 420 6442      bl 2018-08-21 2019-03-05   22290  2277.0 20.64  237.20
## 421 6443      bl 2018-08-29 2019-03-05   19030  1150.0 19.75  225.90
## 422 6446      bl 2018-07-11 2019-03-06   14930  1333.0 12.18  136.90
## 423 6449      bl 2018-07-27 2019-03-06   23650  1804.0 20.21  220.50
## 424 6452      bl 2018-07-20 2019-03-06   18030   734.6 26.69  305.60
## 425 6454      bl 2018-08-15 2019-03-05   21900  1357.0 21.22  245.40
## 426 6455      bl 2018-08-09 2019-03-11   22050  1894.0 20.24  248.50
## 427 6456      nv 2018-08-31 2019-03-05   18490   819.7 19.65  237.30
## 428 6459      bl 2018-07-16 2019-03-11   28980  2901.0 24.94  304.70
## 429 6462      bl 2018-11-29 2019-03-07   13130   992.4 16.01  168.50
## 430 6463      nv 2018-09-26 2019-03-05   13990  1219.0 24.00  280.50
## 431 6465      bl 2018-08-08 2019-03-04   16380   815.6 15.23  188.20
## 432 6467      bl 2018-10-29 2019-03-07   30190   669.8 56.13  562.60
## 433 6468      bl 2018-08-13 2019-03-05   23160  1562.0 27.09  304.00
## 434 6470      bl 2018-08-10 2019-03-05   15630  1217.0 16.68  192.40
## 435 6472      bl 2018-08-01 2019-03-06   17260  1573.0 14.81  178.40
## 436 6473      bl 2018-10-16 2019-03-07   14820  1361.0 11.38  146.90
## 437 6476      bl 2018-09-07 2019-03-06   15230   917.2 13.11  150.50
## 438 6479      bl 2018-11-14 2019-03-06   13160   341.8 24.99  261.60
## 439 6483      bl 2018-08-01 2019-03-06   17550   429.2 29.77  273.30
## 440 6485      bl 2018-08-08 2019-03-11   16740  1385.0 14.79  171.30
## 441 6487      bl 2018-11-01 2019-03-15   13900  1076.0 13.36  165.50
## 442 6493      bl 2018-10-02 2019-03-05   11770   703.3 11.70  141.70
## 443 6498      bl 2018-09-26 2019-03-05   17860   376.2 47.64  435.50
## 444 6499      bl 2018-08-20 2019-03-05   24990  2420.0 20.84  252.00
## 445 6503      bl 2018-08-28 2019-03-06   28050   827.0 56.76  475.60
## 446 6504      nv 2018-12-17 2019-03-06   14470  1303.0 11.38  133.10
## 447 6510      bl 2018-08-27 2019-03-05   15960   689.8 22.84  258.30
## 448 6512      bl 2019-01-24 2019-03-15   13880   491.4 17.89  184.70
## 449 6513      bl 2018-08-13 2019-03-05   31570  1129.0 35.20  387.00
## 450 6514      bl 2018-08-28 2019-03-05   12240  1153.0 13.68  169.00
## 451 6515      bl 2018-08-23 2019-03-04   30860  1201.0 48.60  498.80
## 452 6516      bl 2018-09-12 2019-03-06   18030  1746.0 17.73  198.40
## 453 6518      bl 2019-01-07 2019-03-15   20670  1026.0 23.16  259.30
## 454 6521      bl 2018-11-15 2019-03-06   14430  1209.0 11.73  143.90
## 455 6522      bl 2018-10-24 2019-03-06   29020  2909.0 26.56  300.70
## 456 6524      bl 2018-12-18 2019-03-07   12130  1111.0 15.48  171.20
## 457 6528      bl 2018-11-06 2019-03-07   13790  1095.0 12.43  146.90
## 458 6529      bl 2018-10-10 2019-03-07   11160   387.0 24.87  250.10
## 459 6533      bl 2018-09-10 2019-03-05   16840  1621.0 17.81  203.80
## 460 6534      bl 2018-09-25 2019-03-06   18190  1741.0 19.67  229.00
## 461 6542      bl 2018-11-27 2019-03-07   16990  1585.0 14.72  177.70
## 462 6544      bl 2018-09-21 2019-03-05   11880   832.6 13.30  157.90
## 463 6545      bl 2018-09-19 2019-03-04   11640   386.3 35.22  382.30
## 464 6546      bl 2018-09-12 2019-03-05   17670  1325.0 18.23  207.70
## 465 6548      bl 2018-08-14 2019-03-05   16270  1537.0 14.97  171.40
## 466 6549      bl 2018-10-09 2019-03-07   12880   429.9 44.01  406.60
## 467 6550      bl 2018-08-22 2019-03-11   15640  1373.0 11.19  124.90
## 468 6559      bl 2018-11-02 2019-03-07   12980   942.4 11.52  150.60
## 469 6564      bl 2018-10-02 2019-03-05   15660  1076.0 16.20  184.60
## 470 6570      bl 2018-09-17 2019-03-04   23070  2388.0 20.47  234.90
## 471 6572      bl 2018-09-19 2019-03-05   20320   640.4 38.43  401.00
## 472 6573      bl 2018-09-24 2019-03-05   13710   853.0 15.07  190.70
## 473 6574      bl 2018-11-13 2019-03-07   13350   834.2 13.62  172.60
## 474 6577      bl 2018-10-17 2019-03-06   17280  1422.0 14.96  168.40
## 475 6578      bl 2018-10-09 2019-03-07   21270  2143.0 21.33  252.30
## 476 6580      bl 2018-10-01 2019-03-05   17510   534.7 19.45  210.00
## 477 6581      bl 2018-09-18 2019-03-11   15210  1071.0 13.40  163.40
## 478 6582      bl 2018-10-24 2019-03-06   17700  1292.0 14.67  160.90
## 479 6586      bl 2018-10-23 2019-03-07   27280  1522.0 38.11  394.70
## 480 6593      bl 2018-12-06 2019-03-07   17600  1839.0 19.03  219.00
## 481 6598      bl 2018-10-23 2019-03-07   20280   503.1 60.94  531.20
## 482 6600      bl 2018-11-06 2019-03-06   20050   722.0 61.99  582.90
## 483 6601      bl 2018-12-10 2019-03-07   17680   495.1 49.96  430.20
## 484 6602      bl 2018-11-13 2019-03-06    9780   495.4 26.38  272.30
## 485 6606      bl 2019-01-16 2019-03-15   18000   515.8 54.53  500.80
## 486 6610      bl 2018-12-18 2019-03-06   11880   435.8 13.69  136.80
## 487 6621      bl 2018-12-06 2019-03-07   16900  1203.0 16.21  181.90
## 488 6627      bl 2019-02-27 2019-03-15   10280   310.7 19.12  203.00
## 489 6629      bl 2018-12-10 2019-03-07   10250   725.4 11.12  125.90
## 490 6632      bl 2019-01-24 2019-03-15   21190   411.4 96.93  718.30
## 491 6635      bl 2019-02-11 2019-03-07   16440   975.4 19.44  224.10
## 492 6640      nv 2019-02-13 2019-03-07   16090   559.0 23.60  274.20
## 493 6648      bl 2019-02-13 2019-03-07    8180   382.1 23.24  264.90
## 494 6652      bl 2019-01-11 2019-03-06   22140  2206.0 21.98  240.20
## 495 6655      bl 2019-02-20 2019-03-15   17560   688.9 40.35  394.00
## 496 6661      bl 2019-02-20 2019-03-15      NA      NA    NA      NA
## 497 6668      bl 2019-02-11 2019-03-07   16480   362.0 48.77  451.10
## 498 6679      bl 2019-02-20 2019-03-15   16770   655.1 49.55  437.10
UPENNBIOMK12_01_04_21_join
##      RID VISCODE   EXAMDATE    RUNDATE  AB40  ABETA  AB4240  PTAU    TAU
## 1     89      nv 2019-08-07 2020-08-21 14760 1250.0 0.08469 14.58 160.70
## 2     96    m156 2019-06-21 2020-08-21  9670  804.5 0.08320 14.12 156.70
## 3    139     m48 2010-03-19 2020-08-25 14330  544.4 0.03799 40.37 389.80
## 4    243     m12 2007-04-10 2020-08-24 16140  611.5 0.03789 57.79 542.30
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## 6    416    m156 2019-07-23 2020-08-21 22130 1075.0 0.04858 26.06 315.10
## 7    498      nv 2019-11-22 2020-08-24 27700 2068.0 0.07466 43.83 448.50
## 8    520     m36 2009-06-10 2020-08-25 16700  489.8 0.02933 21.10 236.60
## 9    627     m24 2008-08-01 2020-08-25 14180  390.0 0.02750 67.86 626.90
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## 11   800     m12 2007-09-04 2020-08-24 12870  411.2 0.03195 21.73 219.50
## 12   896     m12 2007-10-25 2020-08-24 16080 1142.0 0.07102 17.16 204.90
## 13   923     m48 2010-10-20 2020-08-25 18530 1700.0 0.09174 22.23 242.90
## 14   981     m12 2007-11-27 2020-08-25 29020 1470.0 0.05065 36.06 390.70
## 15  1016      bl 2006-11-17 2020-08-24 17870 1145.0 0.06407 23.53 246.60
## 16  1016    m156 2020-01-08 2020-08-25 11890  394.4 0.03317 32.64 315.50
## 17  1081     m36 2010-02-10 2020-08-25 13290  508.4 0.03825 30.52 298.70
## 18  1225      bl 2007-02-09 2020-08-24 20960 1471.0 0.07018 21.90 260.40
## 19  1321     m12 2008-03-11 2020-08-25 13330 1080.0 0.08102 14.36 178.20
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## 21  2123      bl 2011-01-20 2020-08-25 16910 1525.0 0.09018 12.29 148.90
## 22  2155    m108 2019-09-17 2020-08-21 23700  496.1 0.02093 89.50 760.50
## 23  2187    m108 2019-11-11 2020-08-24 18740 1205.0 0.06430 19.51 225.10
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## 26  2263     m96 2019-06-20 2020-08-20 14350  716.0 0.04990 15.19 180.90
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## 28  2308      nv 2019-08-19 2020-08-21 20400 1725.0 0.08456 14.22 180.80
## 29  2373     m96 2019-06-12 2020-08-20 24660  741.8 0.03008 52.59 506.70
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## 31  2392     m96 2019-08-21 2020-08-21 10270  610.3 0.05943 11.87 129.00
## 32  2394     m96 2019-08-01 2020-08-21 13100  351.9 0.02686 24.77 263.10
## 33  2396     m84 2019-04-11 2020-08-25 23870 2506.0 0.10500 21.08 248.30
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## 35  4003    m108 2019-11-05 2020-08-24 18900  831.7 0.04401 25.02 260.00
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## 39  4084     m96 2019-08-06 2020-08-21 20630 2217.0 0.10750 20.76 236.30
## 40  4094     m96 2019-12-17 2020-08-24 11530  866.8 0.07518 11.44 139.90
## 41  4115     m96 2020-01-13 2020-08-25 22950 1546.0 0.06736 28.39 328.90
## 42  4148     m96 2019-07-30 2020-08-25 15000 1113.0 0.07420 14.32 181.30
## 43  4164     m96 2019-12-09 2020-08-25 22730 2334.0 0.10270 20.00 234.20
## 44  4176     m96 2020-02-05 2020-08-25 29630  944.0 0.03186 49.23 485.00
## 45  4179     m48 2016-01-12 2020-08-20 12260  374.9 0.03058 27.75 255.10
## 46  4179     m96 2020-01-29 2020-08-25  9450  301.2 0.03187 28.47 259.80
## 47  4187     m96 2019-06-18 2020-08-20 21430 1031.0 0.04811 22.17 261.60
## 48  4188     m96 2019-11-19 2020-08-24 11040  401.7 0.03639 27.06 295.90
## 49  4199     m96 2020-03-11 2020-08-25 18160 1875.0 0.10320 16.39 181.10
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## 51  4210     m96 2019-10-11 2020-08-24 28770 1132.0 0.03935 47.93 449.20
## 52  4213      nv 2019-10-18 2020-08-24 22920 2099.0 0.09158 23.88 277.30
## 53  4216      nv 2020-02-06 2020-08-25 13220 1176.0 0.08896 13.03 168.30
## 54  4251      bl 2011-11-14 2020-08-25 20510  802.8 0.03914 21.69 233.00
## 55  4271      bl 2011-10-19 2020-08-25 14680 1341.0 0.09135 17.29 170.70
## 56  4272      nv 2020-02-11 2020-08-25 14080  527.5 0.03746 23.95 254.00
## 57  4277     m96 2019-07-25 2020-08-21 20990 1785.0 0.08504 19.76 222.50
## 58  4278     m96 2020-03-13 2020-08-25 14430  393.4 0.02726 27.94 291.90
## 59  4291     m48 2016-03-10 2020-08-25 10840  546.5 0.05042 13.26 148.90
## 60  4324     m96 2019-07-18 2020-08-20  6940  245.2 0.03533 17.05 181.40
## 61  4369     m84 2019-06-06 2020-08-20 20990 2140.0 0.10200 24.71 263.40
## 62  4393      nv 2020-02-06 2020-08-25 25140 1452.0 0.05776 42.73 429.30
## 63  4399     m96 2019-08-06 2020-08-21 22600 1266.0 0.05602 26.36 296.50
## 64  4404     m24 2014-02-06 2020-08-21 16290  719.5 0.04417 20.84 214.30
## 65  4414     m48 2016-08-03 2020-08-20 16050  890.0 0.05545 50.67 597.20
## 66  4417     m96 2019-09-05 2020-08-24 19650  687.7 0.03500 25.41 267.30
## 67  4469     m84 2019-10-28 2020-08-24 30410 2820.0 0.09273 34.03 410.10
## 68  4488      nv 2019-10-01 2020-08-24 17410 1500.0 0.08616 19.03 222.30
## 69  4513     m96 2019-11-12 2020-08-24 13460  622.3 0.04623 20.73 242.20
## 70  4604     m84 2019-08-22 2020-08-21 13680  994.3 0.07268 15.65 170.70
## 71  4637      nv 2019-10-24 2020-08-25  6960     NA      NA 25.73 246.70
## 72  4643     m84 2019-09-10 2020-08-21 18600 1666.0 0.08957 18.27 217.10
## 73  4654      nv 2019-07-26 2020-08-20 30190 1490.0 0.04935 43.36 473.10
## 74  4706     m96 2019-12-16 2020-08-25 20740 1231.0 0.05935 28.08 312.70
## 75  4713     m84 2019-12-13 2020-08-24 17380  660.0 0.03797 25.46 268.70
## 76  4782     m84 2019-10-02 2020-08-24 13500  384.5 0.02848 19.87 203.20
## 77  4785     m72 2019-12-11 2020-08-25 17080 1361.0 0.07968 15.88 198.00
## 78  4799     m60 2017-05-26 2020-08-20 15410  734.5 0.04766 22.75 231.00
## 79  4869     m48 2017-05-31 2020-08-20 23100     NA      NA 20.50 260.00
## 80  4893     m48 2016-09-26 2020-08-20 23910  816.6 0.03415 44.97 452.00
## 81  5017      bl 2012-11-15 2020-08-21 18570  667.4 0.03594 52.50 503.00
## 82  5078     m72 2019-07-23 2020-08-21 14670 1300.0 0.08862 12.38 158.80
## 83  5140      nv 2020-02-20 2020-08-25 15560  749.9 0.04819 12.17 143.30
## 84  5185     m72 2019-08-23 2020-08-21 18680  455.0 0.02436 58.10 489.20
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## 86  5203      nv 2019-10-29 2020-08-24 18180 1070.0 0.05886 22.17 252.20
## 87  5228     m72 2019-10-01 2020-08-24 15490 1204.0 0.07773 20.18 216.80
## 88  5258     m72 2019-06-25 2020-08-20 21910  995.2 0.04542 32.63 317.00
## 89  5289     m72 2019-05-29 2020-08-25 17140 1451.0 0.08466 14.57 165.70
## 90  5290     m72 2019-09-17 2020-08-21 33760  824.9 0.02443 54.93 528.80
## 91  6002      bl 2017-05-24 2020-08-25 13670 1392.0 0.10180 11.96 141.00
## 92  6005     m24 2019-04-04 2020-08-25 17030  912.9 0.05361 17.36 199.10
## 93  6008      bl 2017-05-19 2020-08-25 10180  930.4 0.09139  9.34 106.60
## 94  6009     m24 2019-07-19 2020-08-20 13340  780.1 0.05848 10.65 129.90
## 95  6013      bl 2017-05-31 2020-08-25 12060  969.9 0.08042 27.86 319.90
## 96  6015     m24 2019-05-24 2020-08-20 13930  848.0 0.06088 17.50 187.00
## 97  6016     m24 2019-08-22 2020-08-21  4740  403.0 0.08502    NA     NA
## 98  6019     m24 2019-06-27 2020-08-20 24280 1356.0 0.05585 31.44 335.90
## 99  6025     m24 2020-02-27 2020-08-25 19290  908.0 0.04707 25.29 294.80
## 100 6030     m24 2019-09-16 2020-08-21 20320  763.2 0.03756 28.85 332.60
## 101 6031     m24 2019-10-08 2020-08-24 15920  581.8 0.03655 19.51 205.20
## 102 6034      nv 2019-08-07 2020-08-21 23100  921.5 0.03989 66.50 614.90
## 103 6037     m24 2019-07-23 2020-08-21 18250 1683.0 0.09222 16.35 166.50
## 104 6038     m24 2020-02-06 2020-08-25 24740 2494.0 0.10080 18.75 254.70
## 105 6039     m24 2019-07-31 2020-08-21 16880  651.0 0.03857 31.96 321.80
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## 109 6056     m24 2019-09-05 2020-08-24 14930 1266.0 0.08480 12.85 153.10
## 110 6057     m24 2020-02-20 2020-08-25 16530 1230.0 0.07441 17.77 210.90
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## 123 6144     m24 2020-03-18 2020-08-25 13880  713.8 0.05143 18.02 198.70
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## 130 6184     m24 2020-02-04 2020-08-25 17540 1548.0 0.08826 16.49 194.00
## 131 6185      nv 2020-01-23 2020-08-25 21150  821.1 0.03882 30.02 321.20
## 132 6188     m24 2020-07-27 2020-08-25 11860 1082.0 0.09123 10.22 130.60
## 133 6200     m24 2020-02-20 2020-08-25 19110 1304.0 0.06824 16.42 192.60
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## 138 6240      nv 2020-07-16 2020-08-25 26230 1943.0 0.07408 26.99 321.40
## 139 6254      bl 2019-07-10 2020-08-21 21010  863.1 0.04108 24.98 248.20
## 140 6266     m24 2020-06-03 2020-08-25 15360 1139.0 0.07415 16.70 182.60
## 141 6298     m24 2020-07-08 2020-08-25 23730 2373.0 0.10000 22.31 263.70
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## 143 6313     m24 2020-05-13 2020-08-25 16920 1730.0 0.10220 13.38 158.90
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## 145 6378     m24 2020-06-15 2020-08-25 21380 2207.0 0.10320 17.74 198.90
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## 148 6525      bl 2019-07-01 2020-08-20 17060 1311.0 0.07685 14.89 182.50
## 149 6551      bl 2018-08-29 2020-08-25 15070  461.4 0.03062 21.69 203.40
## 150 6604      bl 2018-11-14 2020-08-25 16970  491.8 0.02898 61.78 489.10
## 151 6612      bl 2018-12-20 2020-08-25 11070  601.5 0.05434 18.17 195.50
## 152 6616      bl 2019-03-27 2020-08-25 11660  481.0 0.04125 25.06 237.80
## 153 6618      bl 2019-07-23 2020-08-20 15360  407.0 0.02650 36.07 339.10
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## 155 6651      bl 2019-04-15 2020-08-20 12750 1263.0 0.09906  9.99 125.60
## 156 6654      bl 2019-05-01 2020-08-20 14120 1354.0 0.09589 11.90 138.00
## 157 6657      bl 2019-04-26 2020-08-20 20710 1250.0 0.06036 25.30 279.80
## 158 6658      bl 2019-03-06 2020-08-20 14770  648.2 0.04389 30.26 286.60
## 159 6672      bl 2019-04-12 2020-08-20 19230 1149.0 0.05975 20.50 231.00
## 160 6681      bl 2019-05-10 2020-08-25 16480  741.0 0.04496 23.02 227.30
## 161 6682      bl 2019-05-24 2020-08-20 20010  750.6 0.03751 33.07 335.30
## 162 6683      nv 2019-03-22 2020-08-25 19290  866.2 0.04490 33.43 335.90
## 163 6688      bl 2019-03-12 2020-08-20 17720  709.9 0.04006 19.45 196.60
## 164 6689      bl 2019-05-07 2020-08-20 16540  920.9 0.05568 26.99 253.80
## 165 6690      bl 2019-05-15 2020-08-20 11180  372.3 0.03330 28.58 303.30
## 166 6694      bl 2019-05-15 2020-08-20 10060  453.4 0.04507 14.72 171.00
## 167 6695      bl 2019-04-15 2020-08-25 16520  717.8 0.04345 34.71 343.40
## 168 6696      bl 2019-07-12 2020-08-20 25850 2449.0 0.09474 24.63 301.00
## 169 6697      bl 2019-04-24 2020-08-25 26710 1722.0 0.06447 29.42 364.80
## 170 6700      bl 2019-10-23 2020-08-24 17710  438.8 0.02478 44.73 444.20
## 171 6702      bl 2019-05-01 2020-08-20 24470 1156.0 0.04724 27.07 277.70
## 172 6705      bl 2019-05-08 2020-08-20 12850 1007.0 0.07837 12.81 155.60
## 173 6707      bl 2019-08-07 2020-08-21 12750 1037.0 0.08133 14.39 169.50
## 174 6708      bl 2019-07-17 2020-08-21 16120  418.2 0.02594 57.60 481.40
## 175 6713      bl 2019-05-02 2020-08-20 18520  422.0 0.02279 41.88 393.00
## 176 6717      bl 2019-07-23 2020-08-21  7290  650.1 0.08918  9.50 100.20
## 177 6721      nv 2019-05-31 2020-08-20 15940 1286.0 0.08068 14.14 186.90
## 178 6723      bl 2019-06-04 2020-08-20 22980 2501.0 0.10880 18.90 218.90
## 179 6726      nv 2019-08-26 2020-08-21 15150 1118.0 0.07380 13.63 155.50
## 180 6731      bl 2019-07-11 2020-08-21 19560  799.9 0.04089 25.68 258.10
## 181 6742      bl 2019-08-12 2020-08-24 16110  778.3 0.04831 21.11 247.50
## 182 6744      bl 2019-07-30 2020-08-21 19270 1904.0 0.09881 14.84 175.60
## 183 6748      bl 2019-08-06 2020-08-21 21090 2141.0 0.10150 18.86 220.70
## 184 6750      bl 2019-07-31 2020-08-21 10300  857.7 0.08327 10.01 113.90
## 185 6755      bl 2019-07-31 2020-08-21 16850 1543.0 0.09157 17.41 211.90
## 186 6757      bl 2019-07-01 2020-08-21 20470  683.4 0.03339 52.29 530.00
## 187 6758      bl 2019-09-10 2020-08-21 12980  876.9 0.06756 15.70 160.70
## 188 6760      bl 2019-09-03 2020-08-21 17440 1389.0 0.07964 17.51 211.00
## 189 6765      bl 2019-09-24 2020-08-21 15670  688.9 0.04396 21.77 233.60
## 190 6773      bl 2019-09-11 2020-08-21 24010 2430.0 0.10120 22.50 240.10
## 191 6775      bl 2019-08-28 2020-08-21 26700  475.3 0.01780 77.49 761.80
## 192 6777      bl 2019-09-03 2020-08-24 16040  481.7 0.03003 26.46 252.30
## 193 6788      bl 2019-09-04 2020-08-21 20120  707.2 0.03515 71.81 657.50
## 194 6796      bl 2019-09-11 2020-08-24 15280  476.4 0.03118 29.88 298.80
## 195 6797      bl 2019-09-24 2020-08-24 15000 1320.0 0.08800 13.19 144.60
## 196 6802      nv 2019-12-02 2020-08-24 10940  950.8 0.08691 10.96 115.70
## 197 6804      bl 2019-11-18 2020-08-24  6320  402.6 0.06370  8.50  95.94
## 198 6805      bl 2019-11-21 2020-08-24 10260  364.6 0.03554 17.59 190.10
## 199 6809      nv 2019-12-09 2020-08-24 19990  590.8 0.02955 31.72 308.30
## 200 6810      bl 2019-12-03 2020-08-25 17400  562.6 0.03233 30.43 299.70
## 201 6813      bl 2019-11-05 2020-08-24 19660 1747.0 0.08886 19.68 227.50
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## 203 6822      bl 2019-10-15 2020-08-24 22520 2352.0 0.10440 19.01 210.80
## 204 6823      bl 2019-10-11 2020-08-24  8800  824.9 0.09374  9.76 115.10
## 205 6825      bl 2019-10-10 2020-08-24 17360  599.9 0.03456 31.80 319.60
## 206 6834      nv 2020-02-10 2020-08-25 28130 3078.0 0.10940 24.13 277.50
## 207 6837      bl 2019-12-09 2020-08-24 11010  586.1 0.05323 12.93 147.20
## 208 6839      nv 2020-02-03 2020-08-25 17580  634.3 0.03608 54.58 572.20
## 209 6843      bl 2020-06-08 2020-08-25 24750  838.8 0.03389 69.17 671.20
## 210 6845      bl 2020-01-29 2020-08-25 11760  986.3 0.08387  8.53 108.80
## 211 6846      bl 2020-01-23 2020-08-25 19780  463.9 0.02345 28.54 281.50
## 212 6848      bl 2020-02-20 2020-08-25 14000 1393.0 0.09950 14.82 172.40
## 213 6850      bl 2020-02-24 2020-08-25 24370 1061.0 0.04354 30.82 408.70
## 214 6861      bl 2020-03-10 2020-08-25 18230 1349.0 0.07400 19.76 217.90
## 215 6871      bl 2020-06-26 2020-08-25 18280 1649.0 0.09021 16.93 200.40
## 216 6877      bl 2020-08-10 2020-08-25 17140  529.3 0.03088 28.07 306.80
UPENNBIOMK9_04_19_17_join
##       RID VISCODE   EXAMDATE    RUNDATE ABETA   TAU  PTAU
## 1       3      bl 2005-09-12 2016-12-14 741.5 239.7 22.83
## 2       3     m12 2006-09-13 2016-12-14 601.4 251.7 24.18
## 3       4      bl 2005-11-22 2017-01-09  1501 153.1 13.29
## 4       4     m12 2006-11-28 2017-01-09  1176 159.7  13.3
## 5       5     m12 2006-09-06 2016-11-22 472.8 334.1 34.04
## 6       5      bl 2005-09-07 2016-11-22 547.3   337 33.43
## 7       8      bl 2005-09-19 2017-01-06 >1700 440.2 37.51
## 8       8     m12 2006-09-20 2017-01-06 >1700 397.7 34.28
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## 14     19      bl 2005-11-23 2016-11-21 >1700 213.7 18.05
## 15     19     m12 2006-12-13 2016-11-21 >1700 207.8 17.13
## 16     22      bl 2005-10-19 2017-01-06 >1700 264.7 21.85
## 17     22     m12 2006-10-24 2017-01-06 >1700 301.9 24.89
## 18     23      bl 2005-11-08 2016-11-17  1647 181.1 16.74
## 19     23     m12 2006-11-22 2016-11-17  1466 194.3 17.47
## 20     29      bl 2005-10-31 2016-12-09 442.9 265.2 27.24
## 21     29     m12 2006-11-08 2016-12-09 518.8 288.8  28.6
## 22     31    m120 2016-01-27 2017-01-04 784.3 372.7 37.33
## 23     31     m24 2008-08-07 2017-01-04  1191   303 25.63
## 24     31     m96 2013-10-17 2017-01-04 664.5 327.3 31.15
## 25     31     m48 2009-10-22 2017-01-04  1179 307.3 26.88
## 26     31      bl 2005-10-24 2017-01-04 >1700 266.8 22.55
## 27     31     m12 2006-10-30 2017-01-04 >1700 306.9  26.1
## 28     31     m60 2010-12-14 2017-01-04 923.7 345.8 31.75
## 29     33      bl 2005-12-09 2016-11-30   673 333.7 34.93
## 30     33     m12 2006-12-15 2016-11-30 643.2 338.6 35.47
## 31     35     m06 2006-05-23 2016-12-21 709.6 171.8  21.7
## 32     35     m24 2008-07-08 2016-12-21 953.4 251.2 25.11
## 33     35     m12 2006-11-21 2016-12-21 789.7 244.9 25.73
## 34     38      bl 2005-12-15 2016-12-15 874.1 153.2 13.45
## 35     40     m12 2007-01-03 2016-12-02 >1700 172.1 15.44
## 36     40      bl 2005-12-14 2016-12-02  1526 147.8  12.5
## 37     41      bl 2005-11-14 2017-01-17 414.6 221.3 18.07
## 38     41     m12 2006-11-14 2017-01-17 437.1 256.7 19.75
## 39     42     m84 2013-01-24 2016-12-09  1139 218.4 17.69
## 40     42     m48 2010-03-18 2016-12-09  1011 211.5  18.1
## 41     42     m60 2011-04-14 2016-12-09  1483 238.8 19.56
## 42     42     m24 2008-08-18 2016-12-09  1224 208.7 18.44
## 43     42     m12 2006-11-09 2016-12-09 766.5 205.4  18.4
## 44     42      bl 2005-11-10 2016-12-09  1258 250.1 18.23
## 45     43      bl 2006-03-02 2016-12-19 894.4 254.2 24.25
## 46     45      bl 2006-01-11 2016-12-08 383.3   526 58.65
## 47     45     m12 2007-03-07 2016-12-08 373.3 578.8 61.47
## 48     47     m24 2008-07-09 2016-12-09  1610 205.2 19.87
## 49     47     m12 2006-12-12 2016-12-09  1257 233.8  21.4
## 50     47      bl 2005-12-15 2016-12-09  1410 224.4  21.4
## 51     51     m12 2007-01-02 2017-01-03 326.1 258.8 25.79
## 52     51     m72 2011-08-11 2017-01-03 356.9 282.1 27.77
## 53     51      bl 2005-12-08 2017-01-03 352.5 285.1  28.4
## 54     55      bl 2006-01-26 2016-12-14 805.2 148.7 13.39
## 55     56     m12 2006-12-12 2016-12-06 988.7 124.2 11.55
## 56     56     m60 2010-12-15 2016-12-07  1198 154.9 15.18
## 57     56      bl 2005-12-22 2016-12-06  1048 128.2 12.23
## 58     57     m12 2007-01-04 2017-01-03 388.6   268 28.04
## 59     57      bl 2006-01-12 2017-01-03 597.1 294.1 30.25
## 60     59     m12 2006-12-12 2016-11-23  1410   164 14.66
## 61     59     m60 2010-12-15 2016-11-23  1616 180.1 16.22
## 62     59      bl 2005-12-22 2016-11-23  1605 186.4 16.69
## 63     61     m84 2013-02-07 2016-12-14 934.1 327.9 30.99
## 64     61     m60 2011-02-08 2016-12-14   884 297.4 26.82
## 65     61    m108 2015-02-12 2016-12-14 837.3 322.7 30.27
## 66     61     m48 2010-02-25 2016-12-14  1018 291.6 26.13
## 67     61     m24 2008-08-05 2016-12-14 995.7 250.5 22.52
## 68     61     m12 2006-12-07 2016-12-14 929.8 249.2 22.39
## 69     61      bl 2005-12-15 2016-12-14  1288   247 22.08
## 70     66      bl 2005-12-14 2016-12-14  1477 182.7 15.97
## 71     66     m12 2006-12-14 2016-12-14  1343 195.6 16.71
## 72     70     m12 2007-03-21 2017-01-05 966.9 235.4 21.01
## 73     70      bl 2006-05-10 2017-01-05  1427 240.7 20.87
## 74     76      bl 2006-01-12 2016-12-08 503.5 438.1 44.86
## 75     76     m12 2007-01-23 2016-12-08 552.1 478.8 50.21
## 76     77      bl 2006-02-08 2017-01-17 792.7 664.6  65.4
## 77     77     m12 2007-02-23 2017-01-17 668.6 686.5 64.91
## 78     83     m12 2007-01-09 2016-11-17 348.4 533.4  50.9
## 79     83      bl 2006-01-19 2016-11-17 314.7 469.6 45.92
## 80     84      bl 2006-01-24 2017-01-17 479.6 283.2 29.85
## 81     84     m12 2007-01-25 2017-01-17 528.2 290.8 30.79
## 82     84     m36 2009-03-19 2017-01-17 482.2 295.9 30.55
## 83     84     m48 2010-03-25 2017-01-17 625.3 314.7 30.65
## 84     84     m24 2008-08-19 2017-01-17 386.5 305.9 30.69
## 85     86      bl 2006-05-18 2017-01-17 950.1 196.8 15.79
## 86     86     m12 2007-05-23 2017-01-17  1156 273.9 16.93
## 87     89      bl 2006-01-31 2016-11-22  1414 158.9 14.88
## 88     89     m12 2007-02-15 2016-11-22  1306 170.2 15.52
## 89     89    m108 2015-02-25 2016-11-22  1604 171.3 15.77
## 90     89     m48 2010-09-28 2016-11-22  1278 156.6 14.62
## 91     89     m84 2012-10-17 2016-11-22  1314 168.7 16.35
## 92     91      bl 2006-01-03 2017-01-03 502.6 279.5 30.16
## 93     91     m12 2007-01-16 2017-01-03 479.8 225.2 23.09
## 94     93      bl 2006-01-26 2016-11-29 562.4 218.7 20.76
## 95     93     m12 2007-02-13 2017-01-20   481 215.2 20.38
## 96     94      bl 2006-01-05 2016-12-21 462.4 369.8 36.96
## 97     94     m12 2007-01-23 2016-12-21 429.1 383.3 40.13
## 98     95      bl 2006-01-09 2017-01-18 >1700 368.4 33.02
## 99     96     m12 2007-01-29 2016-12-19   682   129 11.78
## 100    96     m60 2011-02-01 2016-12-19 719.3 138.5  12.5
## 101    96      bl 2006-02-14 2016-12-19 915.3 124.9 12.17
## 102    96     m48 2010-02-16 2016-12-19  1033 135.2 12.55
## 103    96     m84 2013-02-20 2016-12-19   850 141.2 13.06
## 104    96     m36 2009-02-24 2016-12-19 762.8 133.7 12.35
## 105    96    m120 2016-04-28 2016-12-19 642.7 123.1  11.7
## 106    97      bl 2006-03-17 2017-01-03 776.6 216.6 18.06
## 107    97     m12 2007-04-02 2017-01-03 711.4 208.9 17.64
## 108   101      bl 2006-01-05 2017-01-18 453.2 153.1 14.62
## 109   101     m12 2007-01-30 2017-01-18 411.8 151.3 14.19
## 110   102     m12 2007-01-12 2017-01-04 482.2   266 25.87
## 111   102      bl 2006-01-20 2017-01-04 539.3 270.8 27.85
## 112   103      bl 2006-02-02 2017-01-13 210.9 142.1 14.58
## 113   106     m84 2013-01-22 2016-12-07 627.4 308.9 30.99
## 114   106     m48 2010-01-28 2016-12-06 710.1 256.9 24.78
## 115   106     m12 2007-01-30 2016-12-06 611.8 215.9 18.87
## 116   106      bl 2006-02-01 2016-12-06 431.4   200 18.52
## 117   106     m60 2011-02-08 2016-12-06 707.2 259.1 24.04
## 118   106    m108 2015-02-25 2016-12-07 692.8   381 36.72
## 119   106     m24 2008-10-27 2016-12-06 554.4 231.7 21.61
## 120   107      bl 2006-03-07 2016-12-05  1652 198.9 16.31
## 121   111      bl 2006-01-31 2016-12-16 580.2 374.6 38.64
## 122   111     m12 2007-02-08 2016-12-16 498.5 384.4 38.15
## 123   112     m84 2013-01-23 2017-01-12 461.8 253.5 26.82
## 124   112     m60 2011-01-26 2017-01-12 499.7 257.6 28.32
## 125   112      bl 2006-02-01 2017-01-12 498.6 235.6 24.43
## 126   112     m48 2010-02-02 2017-01-12 418.9 255.5 27.18
## 127   112     m12 2007-02-07 2017-01-12 464.4 253.7 26.55
## 128   112    m108 2015-05-20 2017-01-12 388.9 247.6 26.41
## 129   112     m24 2008-05-30 2017-01-12 394.8 262.7 26.91
## 130   112     m36 2009-06-02 2017-01-12   369 246.5 26.24
## 131   118     m60 2011-02-16 2017-01-13  1338   181 16.17
## 132   118     m48 2010-02-17 2017-01-13 873.2 154.4  14.4
## 133   118      bl 2006-02-28 2017-01-13  1467 195.3 16.23
## 134   118     m12 2007-03-19 2017-01-13  1297 196.2  16.9
## 135   118      nv 2009-03-26 2017-01-13  1374 212.6 18.12
## 136   120      bl 2006-03-06 2016-12-12  1226 167.3 14.38
## 137   123     m48 2010-02-01 2017-01-12  1460 315.5 30.01
## 138   123      bl 2006-02-23 2017-01-12  1566 290.1  26.3
## 139   123     m12 2007-03-08 2017-01-12  1553 293.8 26.48
## 140   126     m24 2009-01-16 2017-01-11 543.9 236.2 22.91
## 141   126      bl 2006-02-16 2017-01-11 536.8 256.3 24.94
## 142   126     m48 2010-03-04 2017-01-11   560 253.9 24.67
## 143   126     m60 2011-03-17 2017-01-11 663.7   257 21.41
## 144   126     m12 2007-03-22 2017-01-11 676.8 262.8 26.06
## 145   126    m108 2015-03-27 2017-01-11 614.6 289.8 22.34
## 146   127     m12 2007-03-07 2016-11-23 >1700 324.9 30.06
## 147   127      bl 2006-03-08 2016-11-23 >1700 355.5 30.66
## 148   127     m60 2011-07-11 2016-11-23 >1700 432.8  34.8
## 149   129      bl 2006-02-27 2017-01-09 682.7 287.9 26.45
## 150   129     m12 2007-03-01 2017-01-09 590.3 288.3 28.02
## 151   130     m36 2009-02-20 2016-12-12 509.7 303.2 26.53
## 152   130     m48 2010-03-23 2016-12-13 426.5 297.6 28.53
## 153   135      bl 2006-02-06 2017-01-12 934.9 205.8 19.47
## 154   135     m12 2007-02-27 2017-01-12  1583 243.5  22.1
## 155   138     m72 2011-11-30 2017-01-06  1071 426.3 42.78
## 156   139     m24 2009-01-06 2016-11-28 456.2 340.4 35.63
## 157   139      bl 2006-02-02 2016-11-28 651.9 395.9 45.14
## 158   139     m12 2007-02-09 2016-11-28 565.1   402 43.21
## 159   139     m48 2010-03-19 2016-11-28 445.5 400.9  40.5
## 160   147     m12 2007-02-05 2016-11-23 342.3 255.7 22.71
## 161   147      bl 2006-02-20 2016-11-23 371.4 257.1 23.33
## 162   149     m12 2007-02-23 2016-12-06 571.6 211.1 19.36
## 163   149      bl 2006-03-13 2016-12-06 652.1 206.5 19.07
## 164   150      bl 2006-03-08 2016-12-06   817 466.4  47.6
## 165   150     m12 2007-03-21 2016-12-06 756.6 464.8 46.98
## 166   158      bl 2006-03-14 2017-01-04 >1700 248.3 21.69
## 167   159     m12 2007-03-06 2016-12-08 621.7 124.5 10.84
## 168   159      bl 2006-03-15 2016-12-08 622.7 107.3  9.74
## 169   166     m96 2014-02-13 2017-01-09 585.4 317.8 28.25
## 170   166    m108 2015-03-04 2017-01-09 469.7 258.6 23.54
## 171   166     m72 2012-03-08 2017-01-09 551.9 249.5 24.16
## 172   172      bl 2006-03-10 2017-01-09 >1700 226.5 21.19
## 173   172     m12 2007-04-05 2017-01-09 >1700 242.3 21.91
## 174   173    m120 2016-02-17 2017-01-11 628.2 313.6 31.44
## 175   173     m12 2007-02-19 2017-01-11  1042 323.9 30.94
## 176   173      bl 2006-02-20 2017-01-11 991.3 305.6  29.3
## 177   173     m96 2014-03-05 2017-01-11 868.6 343.6 33.48
## 178   173     m72 2012-03-15 2017-01-11 919.6 334.2 34.01
## 179   173      nv 2008-10-06 2017-01-11 874.1 335.5 33.79
## 180   176      bl 2006-05-09 2016-11-29 670.7 366.6  40.9
## 181   176     m12 2007-05-16 2017-01-20 699.6 417.8 47.14
## 182   177      bl 2006-04-14 2016-12-05  1367   240 21.41
## 183   177     m12 2007-04-20 2016-12-05                  
## 184   186     m12 2007-03-06 2016-12-16   911 171.1  15.6
## 185   186      bl 2006-03-24 2016-12-16 942.8 180.4 16.77
## 186   186     m60 2011-05-19 2016-12-16 846.8 205.3 18.55
## 187   188      bl 2006-02-23 2016-11-29 551.7   447  49.3
## 188   188     m12 2007-02-27 2016-11-29   836 512.1 55.11
## 189   188     m24 2008-07-01 2017-01-20 703.7 529.9 57.62
## 190   190     m12 2007-05-15 2017-01-05 827.2 339.6 34.38
## 191   190      bl 2006-05-16 2017-01-05 674.5   313 32.01
## 192   194      bl 2006-04-25 2016-11-21 671.2 494.6 52.52
## 193   196      bl 2006-05-18 2016-11-30 540.6 164.1 16.32
## 194   204     m48 2010-02-12 2016-12-05 357.5 232.9 23.52
## 195   204     m12 2007-02-28 2016-12-05 273.9 195.7 20.66
## 196   204      bl 2006-03-07 2016-12-05 282.9 188.6 20.29
## 197   210     m12 2007-03-14 2016-12-05  1442 271.6 20.41
## 198   210      bl 2006-05-10 2016-12-05  1385   236 18.54
## 199   210     m72 2012-06-13 2016-12-05  1271 267.9  21.2
## 200   213      bl 2006-05-03 2017-01-18 986.3 578.7 63.05
## 201   213     m12 2007-06-04 2017-01-18 665.4 560.7 58.45
## 202   214      bl 2006-03-06 2016-11-21 683.1 434.1 48.14
## 203   214     m12 2007-03-23 2016-11-21 731.9 436.9 48.81
## 204   214    m120 2016-03-29 2016-11-21 407.6 603.5 62.34
## 205   214     m84 2013-04-17 2016-11-21 633.3 601.7 64.35
## 206   214     m60 2011-04-22 2016-11-21 797.7 576.7 61.67
## 207   214     m48 2010-07-02 2016-11-21 543.5 495.6 53.89
## 208   219      bl 2006-04-10 2017-01-17  1072 351.8  35.9
## 209   221     m12 2007-03-14 2017-01-05 407.3 459.8 43.58
## 210   221      bl 2006-03-23 2017-01-05 379.1 435.5 44.39
## 211   222      bl 2006-03-17 2017-01-03 620.3 319.7  31.9
## 212   222     m12 2007-03-22 2017-01-03 535.4 330.4 32.01
## 213   222     m24 2008-08-21 2017-01-03 548.3 343.2 32.58
## 214   223      bl 2006-03-24 2016-11-22 751.5 382.8 41.03
## 215   223     m12 2007-03-26 2016-11-22 609.6 293.6 30.86
## 216   223     m24 2008-06-10 2016-11-22 551.5 388.9 36.83
## 217   227     m48 2011-01-27 2016-12-14   323 313.1 28.45
## 218   227     m72 2012-06-05 2016-12-14   314 275.7 24.01
## 219   231     m12 2007-03-22 2017-01-09 420.1 295.7 28.12
## 220   231      bl 2006-03-23 2017-01-09 426.1 318.4 31.15
## 221   232     m48 2010-03-12 2017-01-11 758.3 190.7 17.83
## 222   232      bl 2006-03-13 2017-01-11  1028 216.5 19.67
## 223   232     m12 2007-03-15 2017-01-11  1050 216.3 19.22
## 224   232     m36 2009-03-18 2017-01-11 618.2 184.8  16.8
## 225   232     m60 2011-04-05 2017-01-11  1026 243.5 22.05
## 226   240     m12 2007-04-16 2017-01-04  1303 269.2 23.92
## 227   240      bl 2006-09-15 2017-01-04  1338 256.6 22.91
## 228   243     m12 2007-04-10 2017-01-12 506.3 523.7 57.98
## 229   243      bl 2006-04-13 2017-01-12 627.4 435.6 49.12
## 230   256     m60 2011-04-05 2017-01-09 343.1 298.8 27.59
## 231   256     m12 2007-04-12 2017-01-09 279.2 277.5 27.53
## 232   256      bl 2006-04-20 2017-01-09 288.4 293.9 27.12
## 233   256     m48 2010-04-26 2017-01-09 289.2 263.7  25.4
## 234   256     m36 2009-05-08 2017-01-09 232.1 232.9  21.8
## 235   257      bl 2006-08-02 2017-01-06 427.2 233.9  21.4
## 236   257     m12 2007-08-08 2017-01-06 439.2 237.7 23.61
## 237   257     m48 2010-08-12 2017-01-06 404.3 254.5 25.97
## 238   258     m12 2007-05-08 2017-01-19 415.4 230.5 23.44
## 239   258     m24 2008-06-24 2017-01-19 396.8 247.2  24.5
## 240   259     m48 2010-03-26 2016-12-21 775.1 384.1 43.46
## 241   259      bl 2006-03-28 2016-12-21 803.6 288.8 32.32
## 242   259     m12 2007-03-30 2016-12-21 639.9 275.3 31.17
## 243   259     m60 2011-04-14 2016-12-21 791.7 370.7 41.16
## 244   259     m84 2013-04-19 2016-12-21 793.3 380.2 42.58
## 245   259    m108 2015-05-18 2016-12-21 811.3 458.4 48.18
## 246   259     m36 2009-05-19 2016-12-21 727.8 338.7 37.11
## 247   260     m84 2013-04-23 2017-01-20  1303 228.5 18.16
## 248   260      bl 2006-05-02 2017-01-20  1520 191.5 15.47
## 249   260     m36 2009-05-05 2016-11-29  1184 179.8 13.97
## 250   260     m48 2010-05-05 2017-01-20  1500 208.7 16.45
## 251   260     m12 2007-05-09 2016-11-29  1614 197.1 15.34
## 252   260    m108 2015-05-13 2017-01-20  1345 256.9 20.06
## 253   260     m60 2011-05-17 2016-11-29  1559 199.2 15.77
## 254   266     m12 2007-05-08 2016-12-06 360.6   118 10.41
## 255   269     m60 2011-04-12 2017-01-12 579.7 290.2  24.6
## 256   269     m12 2007-04-13 2017-01-12 500.1 308.6 28.47
## 257   269     m36 2009-04-17 2017-01-12 390.6 283.8 24.99
## 258   269      bl 2006-04-21 2017-01-12 576.8 340.2 32.75
## 259   272     m12 2007-05-15 2016-12-16  1206 240.1  21.7
## 260   272     m72 2012-06-06 2016-12-16  1380 238.9 21.55
## 261   272     m24 2008-07-15 2016-12-16  1270 261.9 23.27
## 262   272     m96 2014-09-19 2016-12-16  1446 251.4 22.11
## 263   272     m48 2010-10-18 2016-12-16  1431   271 23.79
## 264   273      bl 2006-04-05 2016-12-09  1639 182.1 16.11
## 265   273     m12 2007-05-15 2016-12-09  1646 194.5 16.34
## 266   285     m12 2007-04-06 2016-12-06 867.1 426.4 43.14
## 267   285     m60 2011-04-08 2016-12-06 860.1 403.5 41.06
## 268   285     m48 2010-04-16 2016-12-06 742.6 433.9 43.55
## 269   285      bl 2006-04-18 2016-12-06 844.4 365.1 37.99
## 270   285     m84 2013-08-05 2016-12-07 576.9 752.2 47.26
## 271   286     m12 2007-05-10 2016-11-23 605.5 372.8 39.38
## 272   286      bl 2006-06-01 2016-11-23 642.9 416.9 40.28
## 273   288      bl 2006-05-03 2016-12-15 989.2 168.5 14.57
## 274   291     m12 2007-04-04 2016-12-19 960.2 410.2 37.27
## 275   291      bl 2006-04-12 2016-12-19 802.6 398.4 38.55
## 276   292      bl 2006-04-25 2016-12-21 941.7 145.3  13.1
## 277   292     m12 2007-04-25 2016-12-21 809.8 136.8 11.97
## 278   292     m48 2010-04-26 2016-12-21 860.7 144.1  12.7
## 279   292     m24 2008-08-15 2016-12-21 804.1 142.8 12.72
## 280   293      bl 2006-03-30 2017-01-03 702.1   504 45.23
## 281   293     m12 2007-04-23 2017-01-03 618.1 526.2 48.41
## 282   294     m60 2011-03-29 2017-01-04  1672 244.8 19.55
## 283   294     m36 2009-04-02 2017-01-04  1474 230.4 19.52
## 284   294      bl 2006-04-11 2017-01-04 >1700 311.8 24.75
## 285   294     m12 2007-04-12 2017-01-04  1657 213.9 19.68
## 286   294     m24 2008-06-19 2017-01-04 >1700   313 24.68
## 287   295      bl 2006-04-28 2017-01-04 888.1 355.2 34.73
## 288   295     m48 2010-05-14 2017-01-04 813.3 396.3 41.35
## 289   295     m36 2009-05-22 2017-01-04 708.6 381.3 38.72
## 290   295     m12 2007-05-25 2017-01-04 858.3 399.5 39.29
## 291   295     m60 2011-06-20 2017-01-04 621.9 390.4 42.87
## 292   299      bl 2006-06-07 2017-01-06 997.1 161.1  12.8
## 293   300     m12 2007-05-31 2017-01-20 406.1 344.7 36.41
## 294   300      bl 2006-06-07 2017-01-20 475.2 310.8 32.87
## 295   307     m60 2011-05-09 2016-12-06 940.3 144.8 11.98
## 296   307     m12 2007-05-10 2016-12-06 911.1 135.9 11.65
## 297   307     m48 2010-05-12 2016-12-06  1013 195.3 16.16
## 298   307      bl 2006-05-18 2016-12-06 942.5 134.6 11.99
## 299   307     m36 2009-05-18 2016-12-06   785 166.4 14.34
## 300   310     m12 2007-04-17 2017-01-11 684.1 456.4 52.43
## 301   311     m60 2011-09-01 2017-01-04  1396 239.2 21.32
## 302   311     m84 2013-09-24 2017-01-04 937.9 246.2 21.17
## 303   312     m12 2007-07-13 2016-11-28 777.4 377.6  39.2
## 304   312      bl 2006-08-02 2016-11-28 838.6 400.6 41.39
## 305   314     m12 2007-05-03 2017-01-19 358.4 344.7 35.95
## 306   314     m24 2008-07-16 2017-01-19 391.7 325.9 34.59
## 307   314      bl 2006-08-17 2017-01-19 379.7   287 32.43
## 308   316      bl 2006-04-25 2017-01-06 300.9 395.3 43.44
## 309   316     m12 2007-05-08 2017-01-06 274.7 422.2 43.62
## 310   319      bl 2006-04-13 2017-01-19  1391 160.2 15.29
## 311   321      bl 2006-04-19 2016-12-09 688.2 378.5 44.82
## 312   326     m12 2007-04-06 2017-01-03  1443 264.7 24.36
## 313   326      bl 2006-04-07 2017-01-03 >1700 257.6 24.04
## 314   327     m24 2008-05-23 2016-11-30  1381 220.3 18.92
## 315   327     m12 2007-05-25 2016-11-30  1650 161.6 16.33
## 316   327      bl 2006-05-26 2016-11-30  1405 188.3 16.71
## 317   331     m12 2007-03-27 2016-12-16 585.3 381.5 37.75
## 318   331      bl 2006-04-06 2016-12-16   588 417.1 39.86
## 319   331     m36 2009-04-10 2016-12-16 486.1 403.3 40.45
## 320   331     m48 2010-05-05 2016-12-16 445.6 396.7 38.58
## 321   331     m72 2012-06-07 2016-12-16 544.3 353.2 33.94
## 322   331     m24 2008-07-08 2016-12-16 477.6 386.3 37.97
## 323   336     m12 2007-05-23 2016-12-02 624.8   435 45.07
## 324   336      bl 2006-06-01 2016-12-02 854.2 416.4 45.17
## 325   341     m12 2007-05-15 2016-11-30 505.3 219.4 20.37
## 326   341      bl 2006-05-24 2016-11-30 313.1 197.8 19.33
## 327   344      bl 2006-04-20 2017-01-05 556.7 309.2 29.26
## 328   344     m12 2007-04-30 2017-01-05   547 345.7  33.3
## 329   344     m36 2009-06-18 2017-01-05 506.6 338.6 32.78
## 330   352      bl 2006-04-19 2016-11-30  1239 172.9 15.45
## 331   352     m12 2007-04-26 2016-11-30  1626 173.3  14.7
## 332   352     m36 2009-05-11 2016-11-30  1238 171.8 14.76
## 333   356      bl 2006-04-27 2016-12-02 377.5 208.8 18.85
## 334   361     m12 2007-04-23 2017-01-12 585.5 335.5 38.22
## 335   362     m12 2007-04-17 2017-01-12 371.4   747  84.4
## 336   362      bl 2006-04-19 2017-01-12 414.1 680.2 78.46
## 337   362     m48 2010-06-07 2017-01-12 291.9   890 100.2
## 338   366      bl 2006-06-05 2016-12-20 508.9 333.3 30.61
## 339   372      bl 2006-04-26 2017-01-19   967   290 28.66
## 340   372     m12 2007-05-09 2017-01-19 710.9 295.6 25.73
## 341   374     m12 2007-04-16 2016-11-22 347.1 224.1 20.72
## 342   374      bl 2006-05-01 2016-11-22 495.2   261 24.03
## 343   374      nv 2008-09-15 2016-11-22 514.5 280.6 25.05
## 344   376     m12 2007-03-23 2016-12-06  1344 158.5 12.45
## 345   376      bl 2006-04-20 2016-12-06  1148   160 13.21
## 346   376     m48 2010-05-27 2016-12-06  1492 185.4 13.32
## 347   376     m24 2008-12-17 2016-12-06  1253   171 12.86
## 348   378     m12 2007-04-23 2016-11-28 734.1 571.3 62.25
## 349   378      bl 2006-04-24 2016-11-28 482.9 521.8 56.81
## 350   378     m30 2008-10-13 2016-11-28   617 654.3 70.25
## 351   378     m72 2011-12-08 2016-11-28   502 693.7 70.65
## 352   386      bl 2006-05-23 2017-01-11  1168 174.1 16.77
## 353   386     m12 2007-05-24 2017-01-11  1291 159.7 15.68
## 354   388     m24 2009-02-24 2016-12-09 311.1 481.7 47.09
## 355   388     m48 2010-04-02 2016-12-09 266.7 368.1 31.43
## 356   388     m12 2007-04-17 2016-12-09 313.6 344.6 32.95
## 357   388      bl 2006-04-25 2016-12-09 332.6 335.7 31.59
## 358   390      bl 2006-05-08 2016-12-16   490 527.5 59.84
## 359   390     m12 2007-05-10 2016-12-16 435.9 585.2 66.37
## 360   390     m30 2008-11-25 2016-12-16 397.7 558.8 60.13
## 361   394      bl 2006-06-23 2017-01-13 643.4 321.3 33.87
## 362   394     m12 2007-06-29 2017-01-13 674.8 346.3 35.11
## 363   397      bl 2006-06-14 2017-01-18 537.2 851.8   103
## 364   400     m24 2008-04-24 2017-01-06   256 232.1 23.07
## 365   400     m12 2007-04-26 2017-01-06 236.6 252.6  25.2
## 366   400      bl 2006-04-27 2017-01-06 265.6 273.1 28.51
## 367   401      bl 2006-05-24 2017-01-13  1100 151.6 14.57
## 368   403     m48 2010-05-05 2016-11-21 355.9 381.9 42.22
## 369   403      bl 2006-05-11 2016-11-21 333.5 340.8 36.23
## 370   403     m12 2007-05-15 2016-11-21 336.2 359.2 39.69
## 371   403     m36 2009-06-08 2016-11-21 255.4 350.2 37.64
## 372   404      bl 2006-06-08 2017-01-04 >1700 492.3 42.87
## 373   407      bl 2006-06-29 2016-11-28 626.1 106.1  9.23
## 374   409      bl 2006-06-09 2016-11-17 633.3 260.5  22.5
## 375   410     m12 2007-04-18 2016-12-09 963.6 281.7 25.79
## 376   410      bl 2006-05-03 2016-12-09  1327 275.9 25.42
## 377   413      bl 2006-05-08 2016-11-30  1006 107.3 10.57
## 378   413     m12 2007-06-01 2016-11-30   934 116.6  10.6
## 379   416     m72 2012-02-13 2017-01-18  1219 223.2 17.14
## 380   416     m96 2013-12-12 2017-01-18  1383 250.1 19.67
## 381   416    m120 2015-12-17 2017-01-18  1076 272.7 21.03
## 382   417     m12 2007-06-04 2016-12-14 733.7 364.9 30.51
## 383   417      bl 2006-06-14 2016-12-14 542.8 328.4 28.99
## 384   422     m36 2009-08-27 2016-12-15  1414 248.4  21.3
## 385   422      bl 2006-09-15 2016-12-15 >1700 242.6 21.84
## 386   422     m24 2008-09-26 2016-12-15  1630 242.4 21.29
## 387   422     m12 2007-09-28 2016-12-15 >1700 248.2 21.75
## 388   423      bl 2006-08-08 2017-01-18 559.7 283.3 26.34
## 389   423     m12 2007-08-17 2017-01-18 501.9 249.8 24.77
## 390   424     m12 2007-05-11 2016-12-06 399.1 210.1 17.94
## 391   424     m48 2010-05-18 2016-12-06 456.2 255.4  21.2
## 392   424     m36 2009-05-19 2016-12-06 316.4 218.3 21.13
## 393   426     m12 2007-06-01 2016-11-21 348.1 170.8 14.89
## 394   426      bl 2006-06-13 2016-11-21 374.5 170.5  14.3
## 395   429     m12 2007-06-27 2016-12-20  1139 211.5 16.85
## 396   429      bl 2006-08-07 2016-12-20  1014 189.1 15.55
## 397   431      bl 2006-06-23 2016-12-06 657.2   382 38.61
## 398   431     m12 2007-06-29 2016-12-06 740.9 414.5 40.55
## 399   433     m12 2007-05-14 2016-12-02   878 305.6  28.5
## 400   433      bl 2006-08-07 2016-12-02 831.3   264  24.9
## 401   438      bl 2006-05-09 2017-01-03 884.1   658  73.6
## 402   441     m12 2007-05-25 2016-12-09  1618 255.4 22.35
## 403   441      bl 2006-06-01 2016-12-09  1614 241.7 21.45
## 404   442      bl 2006-05-24 2017-01-13  1634 224.1 20.37
## 405   443     m12 2007-07-31 2017-01-03 >1700 314.1 28.51
## 406   443      bl 2006-09-25 2017-01-03 >1700 302.7 27.73
## 407   445      bl 2006-08-04 2017-01-17 408.4 219.9 20.62
## 408   446      bl 2006-07-13 2016-12-14 >1700 436.3 40.96
## 409   448      bl 2006-05-15 2016-12-05  1645 228.6 20.87
## 410   448     m24 2008-05-20 2016-12-05  1503 226.2 20.69
## 411   448     m12 2007-05-22 2016-12-05  1447 216.5 18.54
## 412   449      bl 2006-06-16 2016-12-12   606 358.9 37.96
## 413   454     m12 2007-06-13 2016-11-30  1627 324.4 29.59
## 414   454      bl 2006-06-14 2016-11-30 >1700 368.6 31.71
## 415   454     m36 2009-06-22 2016-11-30  1476 406.2 35.36
## 416   457      bl 2006-06-09 2016-12-19 471.5 365.1 34.79
## 417   457     m12 2007-07-12 2016-12-19   513 378.7 34.26
## 418   459      bl 2006-05-08 2016-12-20 >1700 332.6 27.12
## 419   464      bl 2006-06-27 2016-11-22  1203 154.9 14.12
## 420   467     m48 2010-03-08 2017-01-03 541.3 253.4 24.64
## 421   467     m60 2011-04-12 2017-01-03 444.1 241.2 23.38
## 422   467      bl 2006-06-13 2017-01-03 500.5 249.9 23.98
## 423   467     m12 2007-06-15 2017-01-03   344 217.4 22.19
## 424   470     m12 2007-05-23 2016-12-16 618.3 443.8 44.08
## 425   470      bl 2006-05-26 2016-12-16 725.2 444.8 44.28
## 426   472     m12 2007-11-16 2016-12-05  1550   223 20.22
## 427   472     m24 2008-11-25 2016-12-05 >1700 244.1 21.43
## 428   474     m12 2007-05-29 2016-12-21 446.4 380.4 38.91
## 429   474      bl 2006-06-06 2016-12-21 441.2 381.1  41.6
## 430   476      bl 2006-06-20 2016-12-05 477.6   347 36.47
## 431   476     m12 2007-07-25 2016-12-05 448.6 342.6 34.89
## 432   478      bl 2006-06-20 2017-01-19  1495 166.7 14.25
## 433   479      bl 2006-06-01 2016-12-15 649.7 237.9  22.8
## 434   479     m12 2007-06-04 2016-12-15   557 267.4 26.18
## 435   479     m36 2009-06-25 2016-12-15 403.2 237.5 22.36
## 436   479     m48 2010-07-01 2016-12-15 430.1 253.7 23.45
## 437   479     m60 2011-09-29 2016-12-15 555.8 291.8 23.55
## 438   481     m12 2007-05-21 2016-12-20 514.1 343.1 36.99
## 439   481     m36 2009-06-11 2016-12-20 540.4 369.2 41.22
## 440   481      bl 2006-06-12 2016-12-20   594 340.4 35.95
## 441   481     m24 2008-06-26 2016-12-20 480.2 341.9 37.88
## 442   484      bl 2006-09-20 2016-12-20  1342 147.9 13.18
## 443   488     m12 2007-06-25 2016-11-17  1471 206.5 18.23
## 444   488      bl 2006-09-25 2016-11-17 873.8 186.6 17.22
## 445   492      bl 2006-05-31 2016-11-23 476.4 283.6 29.31
## 446   498      bl 2006-09-12 2016-11-28 >1700 211.8 19.71
## 447   498     m12 2007-09-20 2016-11-28 >1700 251.7 23.83
## 448   498     m84 2013-10-15 2016-11-28 >1700 286.9  26.7
## 449   498     m48 2010-11-18 2016-11-28 >1700 277.6 25.87
## 450   498    m108 2015-12-07 2016-11-28 >1700 313.2 27.95
## 451   501      bl 2006-06-23 2017-01-13 568.6 334.2 34.06
## 452   501     m12 2007-07-11 2017-01-13 611.5 340.8  34.4
## 453   505     m72 2013-01-23 2016-12-09   995 200.7 16.47
## 454   505      bl 2006-10-18 2016-12-09  1600 176.3 15.57
## 455   505     m36 2009-11-05 2016-12-09  1515 183.7 16.05
## 456   505     m48 2010-11-05 2016-12-09  1559 173.2  15.4
## 457   507      bl 2006-06-02 2017-01-19 449.8 289.7 31.48
## 458   511     m12 2007-06-13 2016-11-17 639.2 388.9 33.23
## 459   511      bl 2006-06-14 2016-11-17 627.5 410.2 35.77
## 460   514     m12 2007-06-13 2016-11-28   873 137.6 11.26
## 461   514      bl 2006-06-16 2016-11-28 826.8 126.6 10.41
## 462   514     m48 2010-06-16 2016-11-28 653.6 122.9   9.8
## 463   514     m36 2009-06-17 2016-11-28 879.2 138.6 11.38
## 464   516      bl 2006-06-14 2017-01-12 >1700 323.9  29.6
## 465   517     m12 2007-05-29 2016-12-08 523.4 302.4 29.03
## 466   518      bl 2006-12-01 2016-12-02 540.2 308.3 29.13
## 467   519      bl 2006-06-06 2016-11-21  1263 192.9 15.07
## 468   519     m12 2007-06-07 2016-11-21  1443 189.1 15.41
## 469   519     m36 2009-06-10 2016-11-21  1157 188.7 15.41
## 470   520      bl 2006-06-06 2016-11-30 600.2 251.4 20.72
## 471   520     m12 2007-06-07 2016-11-30 586.1 276.5  24.3
## 472   520     m36 2009-06-10 2016-11-30 547.8 242.8 20.61
## 473   525     m12 2007-07-23 2017-01-06 618.1 177.7 17.64
## 474   525      bl 2006-08-09 2017-01-06 821.4 190.7 18.34
## 475   531     m12 2007-06-25 2017-01-13 769.2 351.6  37.6
## 476   531      bl 2006-07-05 2017-01-13 572.8 240.9 27.33
## 477   533     m12 2007-05-11 2017-01-09 898.6 138.1 12.33
## 478   533      bl 2006-05-30 2017-01-09 637.8 145.4 12.91
## 479   534      bl 2006-05-17 2017-01-13 806.8 144.3 12.95
## 480   534     m12 2007-05-24 2017-01-13 865.4 146.8 12.92
## 481   535     m12 2007-06-08 2016-12-14   720 324.2  30.7
## 482   535      bl 2006-06-14 2016-12-14   623 315.8 32.44
## 483   543     m24 2008-06-18 2016-11-29 529.9 438.7 41.49
## 484   543      nv 2006-07-13 2016-11-29 663.7 397.6 44.35
## 485   543     m12 2007-09-26 2016-11-29 479.6 486.5 49.32
## 486   544      bl 2006-05-31 2016-11-17 461.6 150.2 12.46
## 487   544     m24 2008-06-02 2016-11-17 459.9 149.1 12.02
## 488   544     m12 2007-06-25 2016-11-17 467.9   145 11.63
## 489   545     m12 2007-06-05 2017-01-13  1136 505.4 48.55
## 490   547      bl 2006-09-21 2017-01-03 >1700 379.9  32.4
## 491   547     m12 2007-09-25 2017-01-03 >1700 409.1 33.08
## 492   552     m12 2007-06-06 2016-12-12 548.7   275 27.22
## 493   552      bl 2006-06-21 2016-12-12 648.4 384.1 39.15
## 494   555     m36 2010-01-15 2016-12-12 530.9 217.8 21.31
## 495   555     m24 2009-03-09 2016-12-12 440.8 185.2 17.97
## 496   555     m12 2007-12-03 2016-12-12 416.6   221 21.82
## 497   555      bl 2006-12-13 2016-12-12 560.6 210.2 20.13
## 498   559      bl 2006-06-20 2016-12-05  1245 188.6 15.82
## 499   559     m36 2009-07-02 2016-12-05  1118 177.1 14.59
## 500   559     m12 2007-07-27 2016-12-05  1118 179.9 14.99
## 501   559     m24 2008-08-11 2016-12-05 876.8 166.8 13.76
## 502   565     m12 2007-08-02 2016-11-23 228.7 267.4 25.89
## 503   565      bl 2006-08-03 2016-11-23 212.3 270.6 27.29
## 504   566      bl 2006-08-04 2016-12-15 682.5 295.5 29.77
## 505   566     m12 2007-08-07 2016-12-15 642.1 308.4 30.85
## 506   566     m60 2011-10-07 2016-12-15 426.3 216.8 22.84
## 507   566     m36 2009-11-23 2016-12-15 498.5 277.8 27.77
## 508   567     m12 2007-06-13 2017-01-17 320.7 221.2 21.71
## 509   567     m36 2009-06-17 2017-01-17 336.5   223 21.15
## 510   567      bl 2006-06-22 2017-01-17 368.6 207.7 20.69
## 511   577      bl 2006-06-09 2016-11-30 702.2 551.1 55.22
## 512   577     m12 2007-06-20 2016-11-30 602.6 557.4 51.91
## 513   578      bl 2006-06-27 2016-12-12 585.6 253.2 27.56
## 514   579      bl 2006-08-03 2016-11-30  1429 230.9 19.43
## 515   588     m60 2011-08-05 2017-01-19 488.9 460.4 48.01
## 516   588     m12 2007-12-14 2017-01-19 503.8 349.4 39.09
## 517   588      bl 2006-12-19 2017-01-19 529.2 363.4 40.69
## 518   590      bl 2006-07-18 2016-12-21 609.9 >1300  >120
## 519   598     m12 2007-10-02 2016-11-28  1039 173.1 14.77
## 520   598      bl 2006-10-19 2016-11-28  1379   192 14.99
## 521   602      bl 2006-07-11 2016-12-02  1251 182.9 16.98
## 522   602     m12 2007-07-24 2016-12-02  1381   206  19.4
## 523   604     m12 2007-06-12 2017-01-11  1114 311.3 30.98
## 524   604      bl 2006-06-20 2017-01-11  1079 309.1 30.47
## 525   604     m36 2009-07-10 2017-01-11 840.6 316.9  31.4
## 526   604     m24 2008-07-30 2017-01-11   925 318.8  31.3
## 527   605     m12 2007-07-10 2017-01-18  1143 302.5 25.23
## 528   605      bl 2006-07-11 2017-01-18  1117   264  23.7
## 529   606     m12 2007-08-14 2017-01-05 464.1 375.3 36.23
## 530   606      bl 2006-08-22 2017-01-05 336.8   294 33.57
## 531   607      bl 2006-07-19 2016-12-05 507.3 411.2 39.89
## 532   607     m12 2007-08-17 2016-12-05 499.7 370.9  37.5
## 533   608     m12 2007-06-19 2017-01-11 213.1 219.1 24.37
## 534   610     m48 2011-04-04 2016-12-09 >1700 363.3 31.31
## 535   610     m24 2008-07-01 2016-12-09 >1700 363.9 31.03
## 536   610      bl 2006-07-10 2016-12-09 >1700 379.5 32.15
## 537   610     m12 2007-07-26 2016-12-09 >1700   338 29.93
## 538   611     m12 2007-06-19 2016-12-14 608.4 661.2 78.61
## 539   613      bl 2006-07-24 2017-01-12 728.6 509.7 57.13
## 540   618     m72 2012-06-13 2016-11-18  1349 241.6 20.36
## 541   618     m12 2007-06-26 2016-11-17   950 211.6 17.28
## 542   618     m36 2009-06-30 2016-11-17 613.3 212.9 17.73
## 543   618     m48 2010-07-02 2016-11-17  1261   232  17.6
## 544   618      bl 2006-07-24 2016-11-17  1323 218.3 18.66
## 545   618     m24 2008-08-07 2016-11-17 890.7 212.9 17.21
## 546   619      bl 2006-06-21 2016-12-15 393.8 212.4 18.56
## 547   619     m12 2007-06-22 2016-12-15 415.5 207.1 18.59
## 548   621      bl 2006-06-27 2016-12-08   467 386.3 42.85
## 549   621     m12 2007-07-09 2016-12-08   472 415.9 47.01
## 550   625      bl 2006-07-10 2016-11-22 645.9 221.3 20.33
## 551   625     m12 2007-07-26 2016-11-22 508.6 225.6 19.85
## 552   626     m12 2007-08-08 2016-12-15 650.3 373.5 37.04
## 553   626      bl 2006-08-11 2016-12-15 644.9 379.3 36.67
## 554   627     m24 2008-08-01 2016-12-08 350.5 636.9  67.9
## 555   627     m12 2007-08-13 2016-12-08 370.5 802.4 94.35
## 556   627      bl 2006-08-14 2016-12-08 494.8 745.7 94.86
## 557   634     m24 2008-07-01 2017-01-04  1425 414.5  36.7
## 558   634     m12 2007-07-10 2017-01-04  1689 392.5 34.98
## 559   634      bl 2006-07-12 2017-01-04 >1700 396.2 34.68
## 560   634     m36 2009-07-28 2017-01-04  1598 419.6  36.3
## 561   637     m24 2008-07-08 2016-12-15 >1700 332.6 27.39
## 562   637     m12 2007-07-09 2016-12-15 >1700 341.1 28.22
## 563   637      bl 2006-07-17 2016-12-15 >1700 306.3 26.17
## 564   637     m36 2009-08-25 2016-12-15 >1700 332.5 27.46
## 565   638     m12 2007-09-17 2016-12-15 212.3 223.1 22.08
## 566   638      bl 2006-10-23 2016-12-15 269.3 251.1 23.74
## 567   644      bl 2006-07-13 2017-01-20 338.4 172.6 16.04
## 568   648      bl 2006-09-08 2016-11-28  1479 264.8 25.18
## 569   649     m12 2007-08-20 2016-11-30 585.8 431.4 42.21
## 570   649      bl 2006-08-25 2016-11-30 669.3 420.3 42.03
## 571   657     m12 2007-08-13 2016-11-29  1608 196.8 15.59
## 572   657      bl 2006-09-11 2016-11-29  1697 182.7 15.06
## 573   658      bl 2006-08-03 2017-01-03 488.5 345.7 35.69
## 574   658     m36 2009-08-04 2017-01-03 563.8 382.2 39.54
## 575   658     m48 2010-11-08 2017-01-03 563.5 399.8 41.45
## 576   668     m96 2014-09-04 2017-01-06  1558 194.5 16.58
## 577   668     m60 2011-10-18 2017-01-06  1129 186.6 15.31
## 578   671     m60 2011-06-27 2016-12-02 556.3 392.5 39.31
## 579   671     m12 2007-07-06 2016-12-02 484.5 331.5 34.96
## 580   671    m108 2015-07-17 2016-12-02 426.9 322.5 27.84
## 581   671      bl 2006-07-31 2016-12-02 578.9 328.2 35.23
## 582   671     m84 2013-07-31 2016-12-02 459.1 366.6 34.33
## 583   671     m36 2009-12-21 2016-12-02 690.7 364.6 36.39
## 584   672      bl 2006-08-01 2016-12-12  1631 207.9 19.13
## 585   672     m12 2007-08-01 2016-12-12  1641 199.2 17.67
## 586   672     m36 2009-08-19 2016-12-12 >1700 194.1 17.19
## 587   672     m48 2010-12-07 2016-12-13 >1700   199  18.1
## 588   673     m12 2007-08-01 2016-11-17 412.4 581.5 64.11
## 589   673      bl 2006-08-14 2016-11-17 455.1 583.3 62.83
## 590   677     m12 2007-07-12 2017-01-19  1549 157.1 14.44
## 591   677      bl 2006-07-13 2017-01-19 988.7 161.5 15.07
## 592   677     m36 2009-07-23 2017-01-19  1250 154.2 14.69
## 593   677     m48 2010-07-29 2017-01-19  1521 173.1 15.66
## 594   677     m24 2008-08-18 2017-01-19 >1700 161.2 14.78
## 595   677     m72 2012-09-24 2017-01-19  1622 180.4 16.45
## 596   680     m84 2013-07-11 2016-12-15 >1700 248.8 21.25
## 597   680      bl 2006-07-25 2016-12-15 >1700 223.4 19.69
## 598   680     m12 2007-08-07 2016-12-15  1527 239.1 20.04
## 599   680     m60 2011-08-15 2016-12-15 >1700 239.5 21.08
## 600   685     m36 2009-07-23 2016-12-20 >1700 274.9 24.75
## 601   685      bl 2006-07-24 2016-12-20 >1700 265.9 22.82
## 602   685     m12 2007-07-25 2016-12-20 >1700 267.1 23.96
## 603   685     m48 2010-07-30 2016-12-20  1632 284.3 25.14
## 604   685     m72 2012-08-06 2016-12-20 >1700 288.8 25.98
## 605   686     m24 2008-08-04 2016-12-15 755.4   166 14.08
## 606   686     m12 2007-08-21 2016-12-15 958.6 166.7 14.75
## 607   686      bl 2006-09-18 2016-12-15 657.6 159.4 13.56
## 608   690     m12 2007-07-26 2017-01-03 925.8 360.5 34.19
## 609   690      bl 2006-07-31 2017-01-03 756.9   323  30.8
## 610   691      bl 2006-08-24 2017-01-17 314.7   <80    <8
## 611   691     m12 2007-09-13 2017-01-17 231.7   <80    <8
## 612   692      bl 2006-09-18 2016-12-08 390.9   <80    <8
## 613   697     m18 2008-05-29 2016-12-08 422.6 288.2 28.92
## 614   697      bl 2006-09-14 2016-12-08 385.3 305.7 31.25
## 615   717      nv 2008-05-30 2017-01-18 523.5   336 39.49
## 616   717      bl 2006-09-15 2017-01-18 494.3 365.6 40.02
## 617   717     m60 2011-10-03 2017-01-18 549.7 377.8 43.17
## 618   718     m12 2007-08-27 2016-11-21 833.1 408.1 42.04
## 619   718      bl 2006-08-28 2016-11-21 803.5 387.8 40.41
## 620   718     m24 2008-09-11 2016-11-21 903.8   405 41.94
## 621   720      bl 2006-08-23 2016-12-06 738.9 216.3 18.57
## 622   720     m12 2007-08-27 2016-12-06 735.9 217.8 19.44
## 623   722     m12 2007-08-28 2017-01-19 >1700 260.2 23.89
## 624   722      bl 2006-09-11 2017-01-19 >1700 259.7 24.96
## 625   723     m12 2007-08-03 2017-01-12 649.4   203 18.51
## 626   723      bl 2006-08-11 2017-01-12 692.3 188.7 18.02
## 627   723     m24 2008-08-27 2017-01-12 491.9   193 17.16
## 628   724      bl 2006-08-14 2016-12-20 812.7 455.3 42.12
## 629   724     m12 2007-08-17 2016-12-20 759.3 359.6  36.8
## 630   724     m24 2008-09-17 2016-12-20 796.5 349.3 33.95
## 631   725     m12 2007-08-03 2017-01-19 648.8 231.5 23.19
## 632   725      bl 2006-08-09 2017-01-19 566.7 210.3 21.53
## 633   726      nv 2008-06-05 2016-12-06 396.8 280.6 25.93
## 634   726      bl 2006-09-13 2016-12-06 493.4 264.1 24.16
## 635   729      bl 2006-08-02 2016-11-23 957.8 316.9 31.69
## 636   729     m48 2010-08-02 2016-11-23 601.7 338.8  32.7
## 637   729     m72 2012-08-10 2016-11-23 827.9 332.3 31.94
## 638   729     m36 2009-08-14 2016-11-23 571.5 321.1 31.66
## 639   729     m12 2007-09-05 2016-11-23 785.4 308.4 29.71
## 640   729      nv 2008-09-29 2016-11-23 602.4   316 31.38
## 641   731      bl 2006-09-12 2017-01-20 744.2 277.9 27.56
## 642   731     m12 2007-09-18 2017-01-20 615.7 299.1 30.97
## 643   731    m108 2015-11-02 2017-01-20 588.1 511.8 60.66
## 644   731     m84 2013-11-06 2016-11-29 530.1 463.2 51.67
## 645   731     m60 2011-11-28 2017-01-20 657.5 389.4 43.05
## 646   733     m12 2007-08-01 2017-01-06   685 406.5 40.06
## 647   733      bl 2006-08-14 2017-01-06 711.9 456.8  45.2
## 648   739     m12 2007-08-01 2016-12-02 950.2 418.3 39.51
## 649   739      bl 2006-08-09 2016-12-02  1066   413 39.06
## 650   739     m24 2008-09-17 2016-12-02  1054 435.6 41.32
## 651   746      bl 2007-01-25 2016-12-21 >1700 238.3  22.1
## 652   746     m12 2008-01-28 2016-12-21  1540 240.6 20.97
## 653   746     m36 2010-02-05 2016-12-21 >1700 255.2 23.12
## 654   746     m84 2014-02-06 2016-12-21 >1700 264.4 24.03
## 655   746     m60 2012-02-16 2016-12-21 >1700 252.4 24.03
## 656   746    m108 2016-06-22 2016-12-21 >1700 301.7 26.01
## 657   748     m24 2008-08-20 2016-11-21 417.8 169.4 15.94
## 658   748     m12 2007-09-12 2016-11-21 486.3   180 16.83
## 659   748      bl 2006-09-13 2016-11-21 520.8 169.3 16.76
## 660   750     m12 2007-08-02 2017-01-04 539.5 641.9 53.92
## 661   750      bl 2006-09-12 2017-01-04 533.1 577.5 53.41
## 662   751      bl 2006-08-24 2017-01-12 929.4 113.2  9.89
## 663   751     m12 2007-09-04 2017-01-12   756 117.4    10
## 664   751     m24 2008-10-03 2017-01-12   853 113.9 10.27
## 665   753      bl 2006-09-12 2017-01-03 547.6 338.4 32.08
## 666   754      bl 2006-09-26 2016-12-12 392.1 321.4 34.11
## 667   754     m24 2008-09-26 2016-12-12   344 281.6 27.24
## 668   754     m12 2007-10-12 2016-12-12 407.1 323.6 33.54
## 669   768      bl 2006-08-28 2017-01-12 404.3 168.3 18.85
## 670   769     m12 2007-08-27 2016-11-17 544.1 145.2 10.97
## 671   769      bl 2006-12-14 2016-11-17 594.2 141.7  9.75
## 672   778     m48 2010-09-17 2016-12-09 567.5 251.7 23.85
## 673   778      bl 2006-09-19 2016-12-09 668.2 218.7 20.65
## 674   778     m12 2007-09-19 2016-12-09 557.3 236.4 21.56
## 675   778     m72 2012-09-20 2016-12-09 626.2 241.9 21.09
## 676   778     m96 2014-09-24 2016-12-09 646.2 226.2 19.25
## 677   778     m36 2009-10-07 2016-12-09 718.9 258.9  24.3
## 678   779      bl 2006-09-12 2016-12-12   742 290.7 28.19
## 679   779     m12 2007-09-25 2016-12-12 676.3 264.9 24.25
## 680   783      bl 2006-08-29 2016-12-12  1038 246.5 22.19
## 681   783     m12 2007-09-12 2016-12-12 620.1 249.1 22.62
## 682   784      bl 2006-10-24 2017-01-06 476.1 153.5 13.46
## 683   790      nv 2008-07-17 2016-12-05  1005 630.5 65.25
## 684   790      bl 2006-10-18 2016-12-05 843.3 549.2 54.94
## 685   792      bl 2006-10-09 2016-12-16 536.8 253.8 25.34
## 686   796     m12 2007-10-02 2017-01-04   834 163.6 14.52
## 687   796      bl 2006-10-30 2017-01-04  1071 154.2 13.11
## 688   800      bl 2006-08-28 2016-12-02 565.2 231.8 22.75
## 689   800     m12 2007-09-04 2016-12-02 521.1 213.9 21.19
## 690   803     m24 2008-09-30 2017-01-19 735.3 693.2  68.5
## 691   803      bl 2006-10-04 2017-01-19  1147 717.6 70.52
## 692   803     m12 2007-10-09 2017-01-19   806 702.7 68.31
## 693   814      bl 2006-09-27 2016-12-05 749.9 489.2 49.55
## 694   816      bl 2006-09-11 2017-01-05 527.4 281.4 27.24
## 695   818     m12 2007-10-02 2016-11-21 >1700 217.4  19.7
## 696   818      bl 2006-10-05 2016-11-21 >1700 211.8  18.7
## 697   821      bl 2006-09-20 2016-12-14  1081 542.7 59.86
## 698   821     m12 2007-09-20 2016-12-14 988.9 501.5 56.07
## 699   834     m48 2010-10-27 2017-01-05 617.7 361.5 33.91
## 700   834      bl 2006-11-13 2017-01-05 524.4 317.9  33.9
## 701   834     m12 2007-11-19 2017-01-05 501.1 327.7 34.68
## 702   835     m48 2010-09-20 2016-12-14 645.9 289.5 29.89
## 703   835     m36 2009-09-23 2016-12-14   572   298 29.69
## 704   835     m60 2011-09-26 2016-12-14 757.3 319.1 30.82
## 705   835     m12 2007-09-27 2016-12-14   635 269.4 27.43
## 706   835      bl 2006-10-05 2016-12-14 562.6 281.5 28.62
## 707   835     m24 2008-10-09 2016-12-14 555.6 315.4 30.91
## 708   836     m12 2007-09-06 2017-01-17 668.7 309.3 28.28
## 709   836      bl 2006-09-07 2017-01-17 854.2   297 26.94
## 710   839     m12 2007-10-09 2016-11-28 668.7 458.3 45.12
## 711   839      bl 2006-10-10 2016-11-28 730.1 443.4 44.42
## 712   843     m12 2007-11-15 2016-11-17 994.1 137.6 10.63
## 713   843      bl 2006-11-16 2016-11-17  1298 145.2 11.86
## 714   850     m24 2009-03-18 2017-01-12   446 299.7 28.17
## 715   850     m36 2009-09-23 2017-01-12 437.7 286.7  26.6
## 716   850     m12 2007-09-27 2017-01-12 485.5 313.8 30.96
## 717   850      bl 2006-09-28 2017-01-12 618.2 310.8 31.73
## 718   851      bl 2006-11-08 2017-01-17 596.9   341 36.58
## 719   852      bl 2006-10-04 2016-12-05 410.2 362.1  34.9
## 720   855     m12 2007-09-07 2017-01-05 595.2 331.9 36.59
## 721   855      bl 2006-09-19 2017-01-05 638.3 495.7 58.05
## 722   861      bl 2006-10-04 2016-11-23 371.4 307.2 30.85
## 723   866      bl 2006-10-05 2016-12-20  1271 176.3 16.13
## 724   866     m24 2008-10-09 2016-12-20 977.8 178.1 15.28
## 725   872     m60 2011-10-26 2016-11-22  1633   406 33.43
## 726   876      bl 2006-10-10 2017-01-13 529.3   <80    <8
## 727   878      bl 2006-10-19 2017-01-06 526.4 347.2 37.97
## 728   880      bl 2006-10-31 2016-12-16  1243 175.1 15.43
## 729   884      bl 2007-02-14 2016-12-09  1083 609.7 72.47
## 730   886      bl 2006-10-06 2016-12-21 >1700 203.3 17.65
## 731   891      bl 2006-10-17 2017-01-20 680.8   224 22.49
## 732   892      bl 2006-10-24 2016-11-21 421.3   375 37.03
## 733   896    m108 2016-01-13 2016-11-28 879.1   282 24.22
## 734   896     m12 2007-10-25 2016-11-28 997.4 212.5 17.36
## 735   896      bl 2006-11-07 2016-11-28  1208 206.3 17.58
## 736   896     m72 2012-12-05 2016-11-28 927.2 252.3 20.96
## 737   896     m36 2009-12-14 2016-11-28 922.2 219.6 17.94
## 738   904     m24 2009-01-28 2016-12-14 399.2 477.2 54.41
## 739   904     m12 2007-12-18 2016-12-14 540.2 491.5 53.91
## 740   904      bl 2006-12-19 2016-12-14 573.6 450.9 50.97
## 741   906     m36 2009-10-07 2017-01-05 840.4 410.4 39.55
## 742   906     m12 2007-10-17 2017-01-05 760.6 356.5 34.78
## 743   906      bl 2006-10-18 2017-01-05 908.9 336.4 32.63
## 744   906     m72 2012-10-19 2017-01-06 674.3 363.8 31.08
## 745   906     m48 2010-10-20 2017-01-05   674 385.6 35.54
## 746   906     m24 2008-10-22 2017-01-05 705.3 352.6 33.49
## 747   908     m60 2012-02-24 2016-11-23  1218   167  15.6
## 748   908      bl 2006-10-18 2016-11-23  1314 156.9 14.64
## 749   908     m12 2007-10-30 2016-11-23 863.4 162.6 15.93
## 750   912      bl 2006-10-30 2016-12-21 >1700 353.4 32.75
## 751   912     m12 2007-11-05 2016-12-21 >1700 367.1 31.56
## 752   913     m12 2008-01-21 2017-01-18 474.8 221.7 21.74
## 753   913      bl 2007-01-22 2017-01-18 701.4 225.7 23.84
## 754   915      bl 2006-10-19 2016-12-12 509.7 264.4 24.87
## 755   921     m12 2007-10-09 2016-12-21 664.1 433.4 46.83
## 756   921      bl 2006-10-12 2016-12-21 608.2 435.9 48.22
## 757   923     m12 2007-10-17 2017-01-18  1664 260.2 22.11
## 758   923      bl 2006-10-18 2017-01-18  1396 229.3 20.83
## 759   923     m48 2010-10-20 2017-01-18  1370 226.9 21.28
## 760   923     m36 2009-10-21 2017-01-18  1554 229.3 20.77
## 761   923     m72 2012-10-26 2017-01-18  1371 218.4 19.52
## 762   924      nv 2006-11-17 2017-01-13 994.1 328.3 29.78
## 763   925     m48 2010-11-10 2016-12-14 498.4 159.6 15.18
## 764   925     m36 2009-11-11 2016-12-14 442.9 140.1 12.95
## 765   925     m24 2008-11-14 2016-12-14 509.9 142.9  12.9
## 766   925      bl 2006-11-17 2016-12-14 602.8 132.2 12.15
## 767   925     m12 2007-11-27 2016-12-14 487.1 139.9 12.84
## 768   926      bl 2006-10-16 2017-01-13  1351 151.7 14.22
## 769   926     m12 2007-10-23 2017-01-13  1335   171 14.67
## 770   930      bl 2006-10-23 2016-12-12 293.7 221.4 21.22
## 771   930     m12 2007-10-23 2016-12-12   301 251.8 23.47
## 772   931      bl 2006-11-13 2017-01-13  1435 247.5  21.4
## 773   931     m12 2007-11-20 2017-01-13  1098 241.5 21.35
## 774   932     m24 2008-10-21 2016-12-20   453 269.4 27.56
## 775   932      bl 2006-11-03 2016-12-20 579.2 236.1 22.57
## 776   932     m12 2007-11-06 2016-12-20 482.5 256.6 24.64
## 777   941      bl 2006-10-31 2016-12-12 755.1 288.9 28.06
## 778   941     m12 2007-11-06 2016-12-12 481.8 299.5 26.32
## 779   950      nv 2008-04-28 2017-01-04 474.7 269.7 26.22
## 780   950     m24 2008-12-04 2017-01-04   424 274.6 25.93
## 781   950      bl 2006-12-12 2017-01-04   494 238.8 25.21
## 782   952     m12 2007-11-02 2017-01-06 385.4 199.1 19.45
## 783   954     m12 2007-10-17 2016-12-15 448.8 366.9 34.66
## 784   954      bl 2006-11-16 2016-12-15 603.1 373.6 34.65
## 785   957      bl 2006-11-14 2017-01-04 >1700 182.8 15.74
## 786   961     m12 2007-11-06 2016-12-19 334.2 531.6 55.76
## 787   961     m36 2009-11-19 2016-12-19   228 561.1 51.88
## 788   961     m24 2008-11-25 2016-12-19 321.1 537.1 54.47
## 789   961      nv 2006-12-13 2016-12-19 313.5 507.9 55.17
## 790   972      bl 2007-01-08 2017-01-12   696 454.4 46.32
## 791   973      bl 2006-12-11 2016-11-30  1604 203.6 18.33
## 792   973     m12 2007-12-11 2016-11-30  1198 185.4  16.3
## 793   978     m36 2009-10-22 2017-01-11 527.8 376.4 34.85
## 794   978      bl 2006-11-02 2017-01-11 657.6   409  37.9
## 795   978     m12 2007-11-29 2017-01-11 653.7 403.6 38.02
## 796   978     m24 2008-12-11 2017-01-11 608.7   382 35.32
## 797   981      bl 2006-10-31 2016-12-19  1606 375.3 34.13
## 798   981     m12 2007-11-27 2016-12-19  1291   407 37.89
## 799   984      bl 2007-01-12 2017-01-05  <200 322.6 36.02
## 800   984     m12 2007-12-14 2017-01-05 250.1 354.2 37.41
## 801   984     m48 2010-12-15 2017-01-05 354.4 358.2 41.93
## 802   984     m36 2009-12-18 2017-01-05   322 360.2 40.67
## 803   994      bl 2006-12-18 2016-12-21 699.3 431.3 51.42
## 804   997     m12 2008-01-11 2016-11-21  1020 448.4 43.48
## 805   997      bl 2007-01-16 2016-11-21 944.8 421.4 40.44
## 806  1002      bl 2007-01-18 2016-12-20  1449 157.3 12.57
## 807  1009     m12 2007-11-27 2017-01-13 423.7 180.3 19.75
## 808  1009      bl 2006-11-30 2017-01-13 561.3 201.9 21.39
## 809  1010      bl 2007-04-12 2016-12-05 594.9 305.5 27.78
## 810  1010     m48 2010-12-02 2016-12-05 493.3 272.8 22.75
## 811  1010     m12 2007-12-07 2016-12-05   381 303.6 27.01
## 812  1010     m24 2008-12-16 2016-12-05 524.1 274.4 23.47
## 813  1013      bl 2006-12-12 2016-11-28 376.9 109.7 10.89
## 814  1016     m72 2012-10-31 2017-01-09 859.6 339.9 32.57
## 815  1016      bl 2006-11-17 2017-01-09  1044 261.3 24.71
## 816  1016     m48 2010-11-17 2017-01-09 751.1 293.7 28.15
## 817  1016     m96 2014-11-19 2017-01-09 873.2 348.2 32.24
## 818  1016     m36 2009-12-09 2017-01-09 817.1 270.1 25.76
## 819  1016     m12 2007-12-12 2017-01-09  1013 270.2 25.28
## 820  1016     m24 2008-12-17 2017-01-09 911.7 287.3 26.25
## 821  1030     m12 2007-11-09 2016-12-19 752.5 431.1 46.16
## 822  1030      bl 2006-11-10 2016-12-19 862.4 396.2 39.82
## 823  1030     m48 2010-12-17 2016-12-19 985.8 406.3 40.35
## 824  1033      bl 2006-12-01 2017-01-13 907.3 259.2  28.6
## 825  1034     m36 2009-11-11 2016-11-30 697.3   266 23.97
## 826  1034     m12 2007-11-13 2016-11-30 605.6 173.9  15.8
## 827  1034      bl 2006-11-15 2016-11-30 666.2   165 15.79
## 828  1034     m24 2008-11-19 2016-11-30 648.4 190.1 18.32
## 829  1035      bl 2007-03-01 2017-01-17 935.3 336.9 34.21
## 830  1035     m12 2007-12-13 2017-01-17  1044 358.5 37.88
## 831  1037      bl 2006-11-16 2017-01-13 469.8 300.3    34
## 832  1041      bl 2006-12-05 2016-12-16 502.4 271.9 28.22
## 833  1043     m60 2011-12-07 2016-12-20 878.3   267 26.74
## 834  1043     m12 2007-12-14 2016-12-20   685 180.1 20.86
## 835  1044      bl 2006-12-13 2016-12-02 594.2 483.7 47.98
## 836  1045     m12 2007-11-08 2016-11-17  1479 241.1 20.28
## 837  1045     m48 2010-11-10 2016-11-17 >1700 252.1 19.92
## 838  1045      bl 2006-11-30 2016-11-17 >1700 252.3 19.72
## 839  1045     m72 2012-12-04 2016-11-18 >1700 258.1 21.08
## 840  1045     m24 2008-12-11 2016-11-17  1458 243.9 20.24
## 841  1045     m96 2014-12-23 2016-11-18 >1700 286.8 22.64
## 842  1046     m24 2009-01-21 2016-12-08 695.8 228.7 21.14
## 843  1046     m48 2011-02-22 2016-12-08 707.7 231.4  22.6
## 844  1046     m36 2009-11-05 2016-12-08 744.4 218.2 19.92
## 845  1046     m12 2007-11-06 2016-12-08 752.3 198.8  19.2
## 846  1046      bl 2006-11-16 2016-12-08 732.9 190.5 17.92
## 847  1051      bl 2006-12-18 2017-01-13  1395 247.2 17.86
## 848  1052      bl 2006-12-15 2017-01-05 >1700 287.6 25.56
## 849  1054      bl 2006-12-07 2016-12-19 511.9   355 39.09
## 850  1054     m12 2007-12-12 2016-12-19 429.5 340.3 34.31
## 851  1055     m12 2008-01-07 2016-11-21 504.6 394.1 37.16
## 852  1055      bl 2006-12-11 2016-11-21 494.6 383.9 38.42
## 853  1059     m12 2007-12-13 2016-12-05 893.2 150.1 11.56
## 854  1059      bl 2006-12-14 2016-12-05  1306 154.1  11.9
## 855  1062      bl 2007-01-22 2017-01-18 424.7 179.7 15.51
## 856  1062     m12 2007-11-09 2017-01-18 570.2 188.5  15.8
## 857  1063     m48 2010-11-05 2016-12-16 566.4 300.1 31.35
## 858  1063     m12 2007-11-28 2016-12-16 632.6 294.4 29.78
## 859  1063     m36 2009-11-30 2016-12-16   557 305.1 31.62
## 860  1063      bl 2006-12-05 2016-12-16 685.5 279.3 28.29
## 861  1063     m24 2008-12-09 2016-12-16 604.1 280.1 28.87
## 862  1073     m12 2007-12-06 2016-12-12 638.3 630.5 67.04
## 863  1073      bl 2006-12-07 2016-12-12 657.9 643.7 69.63
## 864  1073     m24 2008-12-11 2016-12-12 743.6 657.9 68.84
## 865  1073     m36 2009-12-17 2016-12-13 700.1 603.8 60.34
## 866  1075      bl 2007-01-17 2017-01-03 670.5 100.9  9.35
## 867  1077      bl 2007-01-16 2017-01-13  1516 297.3 27.33
## 868  1077     m12 2007-12-04 2017-01-13  1603 282.8 26.12
## 869  1079      bl 2006-12-12 2016-12-14 588.9 216.6 22.09
## 870  1079     m12 2007-12-17 2016-12-14 497.6 222.6 22.64
## 871  1081     m36 2010-02-10 2016-12-16 433.8 304.5  30.2
## 872  1081     m12 2008-02-14 2016-12-16 454.5 420.3 39.38
## 873  1081      bl 2007-02-15 2016-12-16   596 391.6 37.49
## 874  1081     m24 2009-02-19 2016-12-16 553.5 378.2 36.12
## 875  1082     m24 2009-04-16 2016-12-08 359.6 317.7 27.84
## 876  1082     m36 2009-11-30 2016-12-08 462.1 309.8 26.75
## 877  1082     m12 2007-12-13 2016-12-08 507.6   327 30.29
## 878  1082      bl 2006-12-28 2016-12-08 517.6 357.7 32.96
## 879  1083      bl 2006-12-04 2017-01-11 >1700 326.5 31.34
## 880  1088     m12 2008-02-19 2016-12-09  1411 284.7 24.87
## 881  1090      bl 2006-12-11 2016-12-19   420 394.5 41.03
## 882  1090     m12 2007-12-11 2016-12-19 372.1 411.7  41.6
## 883  1097     m48 2011-01-11 2017-01-03 638.4 543.3 54.79
## 884  1097     m36 2009-12-08 2017-01-03 720.9 553.9 58.55
## 885  1097     m24 2008-12-09 2017-01-03 653.9 448.9    46
## 886  1097     m12 2007-12-12 2017-01-03 687.5 482.7 51.64
## 887  1097      bl 2006-12-20 2017-01-03 775.6 477.6 50.89
## 888  1098     m48 2010-11-17 2017-01-17 517.5 393.9 44.96
## 889  1098     m72 2012-12-07 2017-01-17   528 488.2 58.37
## 890  1098     m36 2009-12-08 2017-01-17 540.4 421.9 46.83
## 891  1098     m96 2014-12-10 2017-01-17 545.5 472.2    53
## 892  1098     m12 2007-12-12 2017-01-17 634.9 446.2  46.2
## 893  1098      bl 2006-12-15 2017-01-17 561.7 462.8 48.27
## 894  1098     m24 2008-12-17 2017-01-17 557.5 511.4 52.75
## 895  1106     m84 2014-01-29 2017-01-06 714.7 282.8 22.79
## 896  1106     m60 2012-02-15 2017-01-06   829 319.7 27.39
## 897  1109     m12 2008-01-11 2017-01-09 404.5 326.3 33.68
## 898  1109      bl 2007-01-18 2017-01-09 449.2 308.1  32.4
## 899  1116     m48 2010-11-17 2017-01-18 257.9 223.1 20.61
## 900  1117      bl 2007-01-22 2016-12-15 446.8 408.8 45.26
## 901  1117      nv 2008-01-28 2016-12-15 370.4 408.8 43.58
## 902  1117     m36 2010-06-30 2016-12-15 329.2   516  52.7
## 903  1117     m24 2008-12-08 2016-12-15 485.5 440.7 47.58
## 904  1120     m12 2008-02-15 2017-01-18 660.2 227.5 21.65
## 905  1120      bl 2006-11-29 2017-01-18 619.8 244.4 23.71
## 906  1126     m24 2009-02-06 2016-12-09 567.6 213.8  20.6
## 907  1126     m12 2007-12-04 2016-12-09 580.6 239.9 22.47
## 908  1126      bl 2006-12-14 2016-12-09 566.3 237.5 22.82
## 909  1130      bl 2007-01-04 2017-01-09 664.3 528.2 56.14
## 910  1130     m12 2008-01-17 2017-01-09 663.4 540.4 58.75
## 911  1130     m72 2013-02-06 2017-01-09 733.1 870.3 82.52
## 912  1130     m36 2010-03-11 2017-01-09 597.1 634.5 62.04
## 913  1130     m48 2011-03-28 2017-01-09 802.2 793.3 76.03
## 914  1130     m24 2009-03-30 2017-01-09   605 613.4 61.45
## 915  1137     m12 2008-07-16 2016-12-12 617.3 504.1 43.39
## 916  1137      bl 2006-12-15 2016-12-12 743.9 442.4 40.09
## 917  1140      bl 2007-01-09 2016-12-08 >1700 230.6 19.71
## 918  1140     m12 2008-01-16 2016-12-08  1452 248.6 19.13
## 919  1140     m36 2010-01-19 2016-12-08  1139 196.9 15.86
## 920  1140     m24 2009-01-23 2016-12-08  1413 225.2 17.76
## 921  1144      bl 2007-01-02 2017-01-09 564.2 345.3  35.2
## 922  1144     m12 2008-01-08 2017-01-09 678.3 397.2 37.56
## 923  1148     m12 2008-01-22 2016-11-22   480 384.2 35.11
## 924  1148      bl 2007-02-08 2016-11-22 634.6 427.7 41.75
## 925  1161     m12 2008-01-18 2017-01-18 902.8 572.5 60.73
## 926  1161      bl 2007-03-08 2017-01-18 797.2 589.9  62.9
## 927  1168     m12 2007-12-13 2016-12-21 715.6 229.4 20.22
## 928  1168      bl 2006-12-21 2016-12-21   915 211.1 19.88
## 929  1169     m36 2010-01-04 2016-12-09 >1700 361.9 33.32
## 930  1169      bl 2007-01-05 2016-12-09 >1700   359 34.78
## 931  1169    m108 2016-01-12 2016-12-09 >1700 376.6 35.77
## 932  1169     m84 2014-01-14 2016-12-09 >1700 384.7 35.42
## 933  1169     m12 2008-01-24 2016-12-09 >1700 354.5 33.76
## 934  1169     m24 2009-01-26 2016-12-09 >1700 353.1 32.87
## 935  1169     m60 2012-02-06 2016-12-09 >1700 372.2 34.48
## 936  1170     m12 2008-02-25 2016-11-29 636.5 529.5 55.68
## 937  1170      bl 2007-02-26 2016-11-29 730.9 457.7 48.82
## 938  1171      bl 2007-01-22 2017-01-19 511.1 154.1 15.13
## 939  1171     m12 2008-01-23 2017-01-19 447.6 153.5 14.96
## 940  1171     m24 2009-02-03 2017-01-19 442.1 149.8 14.61
## 941  1183     m24 2009-01-07 2017-01-04 >1700 346.1 31.09
## 942  1183      bl 2007-01-23 2017-01-04  1583 337.6 30.47
## 943  1183      nv 2008-04-28 2017-01-04 >1700 341.1 30.26
## 944  1185      bl 2007-01-19 2016-12-06 438.8 395.5 40.25
## 945  1187     m12 2008-01-15 2017-01-20 >1700 315.1 27.74
## 946  1187      bl 2007-03-06 2016-11-29 >1700 309.6 26.44
## 947  1190     m12 2008-01-08 2016-11-30  1542 378.9 34.77
## 948  1190     m24 2009-01-15 2016-11-30  1153 347.7 33.22
## 949  1190      bl 2007-01-17 2016-11-30 >1700 370.9 33.74
## 950  1190     m36 2010-02-19 2016-11-30  1389 397.5 36.99
## 951  1190     m84 2014-02-20 2017-01-20  1233 477.5 46.35
## 952  1190     m48 2011-03-24 2016-11-30  1336 439.3 40.78
## 953  1190    m108 2016-04-08 2016-12-01  1045 395.5 38.64
## 954  1200     m36 2010-02-05 2017-01-12  1257 161.1 16.34
## 955  1200     m12 2008-02-08 2017-01-12  1285 182.3 17.39
## 956  1200      bl 2007-02-09 2017-01-12  1542 203.3 19.86
## 957  1200     m24 2009-02-18 2017-01-12  1073 168.2 16.05
## 958  1203     m24 2009-02-23 2016-11-23  1221 216.6 16.65
## 959  1203      bl 2007-03-05 2016-11-23  1330 213.9 17.77
## 960  1203     m36 2010-03-19 2016-11-23  1640 205.3 15.86
## 961  1203     m12 2008-04-29 2016-11-23  1465 203.8 16.58
## 962  1206      bl 2007-02-01 2017-01-03 >1700 246.7 20.77
## 963  1206     m24 2009-02-19 2017-01-03 >1700 285.1 23.69
## 964  1206     m12 2008-02-26 2017-01-03 >1700 256.8 20.81
## 965  1209      bl 2007-02-02 2016-12-20 653.6 330.5 34.84
## 966  1209     m12 2008-02-14 2016-12-20 827.8 351.4 36.47
## 967  1209     m24 2009-02-16 2016-12-20 585.7 307.3 32.04
## 968  1210      bl 2007-02-27 2016-12-15 827.4 405.6 40.11
## 969  1213     m12 2008-01-17 2016-12-20 469.6 317.2 30.98
## 970  1213      bl 2007-02-05 2016-12-20   574 361.2 37.44
## 971  1213     m24 2009-02-13 2016-12-20 269.4 298.3 27.19
## 972  1217     m12 2008-02-19 2016-11-17 796.4 262.2 23.67
## 973  1217      bl 2007-02-27 2016-11-17   912 261.8  23.8
## 974  1224      bl 2007-02-07 2016-12-21 496.4 251.8 26.56
## 975  1224     m24 2009-02-12 2016-12-21 474.8 255.3 27.09
## 976  1224     m12 2008-02-20 2016-12-21 418.5 255.5 26.35
## 977  1225      bl 2007-02-09 2017-01-05  1275 280.9  22.9
## 978  1227      bl 2007-03-14 2017-01-04 >1700 221.9 18.66
## 979  1246     m72 2013-03-11 2016-11-22 812.9 293.7 27.67
## 980  1246      bl 2007-03-12 2016-11-22 723.1 528.6 54.61
## 981  1246     m12 2008-04-01 2016-11-22 793.2 223.2 22.91
## 982  1246     m48 2011-05-04 2016-11-22  1113 290.1 28.24
## 983  1247     m12 2008-01-29 2017-01-18 674.1 382.2 37.99
## 984  1247      bl 2007-02-08 2017-01-18 649.1 332.5 31.94
## 985  1247     m24 2009-03-12 2017-01-18 689.6 406.5 38.76
## 986  1250     m12 2008-01-18 2016-12-02  1488 193.8 17.12
## 987  1250      bl 2007-02-16 2016-12-02  1643 177.8 16.84
## 988  1250      nv 2010-07-05 2016-12-02  1557 193.9 17.41
## 989  1253      bl 2007-03-16 2016-11-30 552.5 314.5 34.83
## 990  1253     m12 2008-05-13 2016-11-30 421.9 310.1 33.58
## 991  1260     m24 2009-02-25 2017-01-18  1492 182.9 16.94
## 992  1260     m12 2008-03-14 2017-01-18  1056 182.5 17.07
## 993  1260     m48 2011-03-18 2017-01-18  1275 187.7 17.26
## 994  1260      bl 2007-04-18 2017-01-18  1470 178.9 16.07
## 995  1261     m72 2013-03-04 2016-12-16  1574 231.6 21.23
## 996  1261     m48 2011-03-07 2016-12-16 >1700 232.2 21.23
## 997  1261     m96 2015-06-02 2016-12-16  1220 238.6 21.77
## 998  1262      bl 2007-03-01 2016-12-12 529.5 481.8 50.13
## 999  1262     m24 2009-03-13 2016-12-12   500 505.6 49.33
## 1000 1262     m12 2008-04-02 2016-12-12 550.7 473.9    48
## 1001 1262     m36 2010-04-09 2016-12-13 599.8   473 44.03
## 1002 1263      bl 2007-03-15 2017-01-06 698.4 354.6 34.05
## 1003 1265     m12 2008-02-19 2016-12-19 664.6 266.7 23.65
## 1004 1265      bl 2007-02-27 2016-12-19 860.9 291.4 26.61
## 1005 1268     m36 2010-03-05 2017-01-06 441.5 161.8 15.18
## 1006 1268     m24 2009-03-13 2017-01-06 496.3 171.8 16.29
## 1007 1268      bl 2007-03-16 2017-01-06 545.1 155.4 14.62
## 1008 1268     m72 2013-03-22 2017-01-06 443.7 160.5 14.55
## 1009 1268     m48 2011-04-25 2017-01-06 546.8 334.3 16.51
## 1010 1268     m12 2008-05-12 2017-01-06   528 173.1 15.91
## 1011 1269      bl 2007-02-23 2016-12-19 997.6 446.7  46.2
## 1012 1269     m12 2008-02-26 2016-12-19 907.5 485.1    50
## 1013 1269     m48 2011-03-01 2016-12-19 885.9 509.2 51.82
## 1014 1276      bl 2007-03-22 2016-12-14 428.8   <80    <8
## 1015 1276     m12 2008-04-11 2016-12-14 419.6   <80    <8
## 1016 1276     m36 2010-05-12 2016-12-14 468.3   <80    <8
## 1017 1276     m24 2009-08-12 2016-12-14 423.9   <80    <8
## 1018 1281     m24 2009-03-04 2016-11-17 330.5 417.5 41.37
## 1019 1281     m12 2008-03-05 2016-11-17 316.7 377.6 37.21
## 1020 1281      bl 2007-03-07 2016-11-17 350.9 362.8 38.49
## 1021 1285     m24 2009-03-04 2016-11-22 929.2   818 85.87
## 1022 1285     m12 2008-03-05 2016-11-22 819.2 687.9 73.01
## 1023 1285      bl 2007-03-07 2016-11-22 862.9 706.8 74.51
## 1024 1290      bl 2007-02-27 2017-01-09 681.4 262.1 25.98
## 1025 1290     m12 2008-02-29 2017-01-09 725.7 288.7 27.01
## 1026 1292      bl 2007-03-20 2016-11-23 596.6 638.9 62.48
## 1027 1292     m12 2008-03-25 2016-11-23 592.5 701.7 72.41
## 1028 1293     m12 2008-03-03 2016-12-05 273.5 226.8 20.56
## 1029 1293      bl 2007-03-19 2016-12-05 291.1 197.4  20.8
## 1030 1294      bl 2007-02-26 2017-01-12 560.3 250.4 27.41
## 1031 1295      bl 2007-03-23 2016-12-05 614.4   390 37.45
## 1032 1295     m12 2008-03-31 2016-12-05 480.4 390.4 35.86
## 1033 1296     m36 2010-03-10 2017-01-03 241.2 261.2  24.7
## 1034 1296      bl 2007-04-17 2017-01-03 318.8 243.7 24.37
## 1035 1296     m24 2009-05-11 2017-01-03 243.3 267.8 24.21
## 1036 1304      bl 2007-04-04 2016-12-16 338.5 399.6 44.82
## 1037 1306      bl 2007-02-23 2017-01-06   772 536.8 56.02
## 1038 1309     m24 2009-03-04 2016-11-23 600.3 310.5 28.37
## 1039 1309     m12 2008-03-05 2016-11-23 589.7 358.3 31.23
## 1040 1309      bl 2007-03-07 2016-11-23   570 341.9 32.46
## 1041 1315      bl 2007-04-16 2016-12-14 761.5 336.2 34.36
## 1042 1318     m24 2009-04-02 2016-12-02  1424 181.8 12.16
## 1043 1318     m36 2010-04-22 2016-12-02   735 174.8 11.53
## 1044 1318     m12 2008-04-24 2016-12-02  1134 215.2 13.63
## 1045 1321     m12 2008-03-11 2016-11-23  1053 175.6 14.74
## 1046 1321      bl 2007-03-14 2016-11-23  1113 166.2 13.99
## 1047 1321     m24 2009-03-25 2016-11-23  1147 179.8 14.29
## 1048 1330      bl 2007-03-26 2017-01-11   907 275.5 25.96
## 1049 1334      bl 2007-04-10 2016-12-02 651.2 459.5 53.53
## 1050 1337      bl 2007-03-22 2016-12-06  1036 140.5 11.58
## 1051 1341     m12 2008-03-21 2017-01-05 498.3 373.9  34.7
## 1052 1341      bl 2007-04-03 2017-01-05 507.1 377.4 33.26
## 1053 1351     m12 2008-03-05 2017-01-06 741.3 620.2 67.86
## 1054 1351      nv 2007-04-24 2017-01-06 755.5 557.9 58.26
## 1055 1352      bl 2007-03-22 2017-01-06  1685 257.8 21.45
## 1056 1352     m72 2013-03-22 2017-01-06 >1700   284  23.4
## 1057 1352     m96 2015-04-10 2017-01-06 >1700 316.3 25.95
## 1058 1352     m12 2008-04-21 2017-01-06 >1700 259.5 20.12
## 1059 1352     m48 2011-05-04 2017-01-06 >1700 283.3 23.02
## 1060 1352      nv 2010-07-07 2017-01-06 >1700 270.4 22.02
## 1061 1354      bl 2007-04-12 2017-01-11 543.5 477.9 46.54
## 1062 1371     m12 2008-04-15 2017-01-05 513.8   420 43.59
## 1063 1371      bl 2007-04-16 2017-01-05 538.9 388.5 39.73
## 1064 1373     m12 2008-04-15 2016-12-12 379.5 355.4 27.78
## 1065 1373      bl 2007-05-01 2016-12-12 430.7 349.2 29.77
## 1066 1379      bl 2007-04-17 2017-01-20  1539 294.7 24.47
## 1067 1379     m12 2008-04-22 2017-01-20  1639 299.8 23.28
## 1068 1380     m12 2008-03-28 2016-12-16 506.9 376.8 33.87
## 1069 1380     m36 2010-04-06 2016-12-16 435.6 266.6 27.86
## 1070 1380      nv 2007-06-14 2016-12-16 888.8 422.2 34.78
## 1071 1393     m12 2008-04-21 2017-01-09 722.1 269.7 23.46
## 1072 1393      bl 2007-05-03 2017-01-09 857.2   277 25.27
## 1073 1393     m24 2009-06-24 2017-01-09 465.2 245.5 19.45
## 1074 1394     m12 2008-06-04 2016-12-12   371 237.6 23.81
## 1075 1394      bl 2007-06-22 2016-12-12 391.2   245  24.9
## 1076 1394     m24 2009-06-29 2016-12-12 313.3 252.6 24.49
## 1077 1394     m36 2010-06-30 2016-12-13 402.6 272.1  26.7
## 1078 1398      bl 2007-05-17 2017-01-17 689.2 232.5 17.01
## 1079 1398     m12 2008-05-29 2017-01-17 698.5 246.1 17.95
## 1080 1402     m12 2008-05-20 2017-01-09 361.7 549.3 60.02
## 1081 1402      bl 2007-05-24 2017-01-09 392.5   575 64.37
## 1082 1408     m36 2010-11-17 2016-12-08  1091 146.4 13.43
## 1083 1414     m36 2010-09-17 2017-01-17  1106 234.5 19.73
## 1084 1414      bl 2007-09-18 2017-01-17  1308 213.7 18.62
## 1085 1418     m96 2015-09-08 2016-12-21  1297 189.4 16.36
## 1086 1418     m72 2013-11-19 2016-12-21  1673 187.8 16.76
## 1087 1418     m48 2011-12-01 2016-12-21  1385 184.2 17.02
## 1088 1419     m24 2009-08-11 2017-01-09 335.8 243.3 23.21
## 1089 1419     m36 2010-08-17 2017-01-09 368.3 292.4 26.82
## 1090 1419      bl 2007-08-21 2017-01-09 390.5 234.9 22.48
## 1091 1419     m12 2008-09-03 2017-01-09 400.5 230.5 21.94
## 1092 1421      bl 2007-09-04 2017-01-12 521.2 362.3 39.84
## 1093 1421     m12 2008-09-17 2017-01-12 614.3 380.7 44.19
## 1094 1421     m36 2010-09-24 2017-01-12 516.4 387.5 43.49
## 1095 1423     m12 2008-08-20 2016-12-12 782.8   355  39.7
## 1096 1423      bl 2007-08-31 2016-12-12   561 360.9 40.39
## 1097 2002     m24 2012-06-27 2016-12-20 >1700 140.7 15.78
## 1098 2002      bl 2010-07-07 2016-12-20  1504 170.1 14.73
## 1099 2010      bl 2010-07-08 2017-01-19 >1700 250.9 21.94
## 1100 2010     m24 2012-07-09 2017-01-19 >1700 286.1  24.9
## 1101 2018     m24 2012-06-20 2016-12-16 >1700 223.2 17.99
## 1102 2018      bl 2010-07-22 2016-12-16 >1700 223.1 17.92
## 1103 2022      bl 2010-08-12 2016-11-30 929.2 245.4 22.11
## 1104 2022     m24 2012-08-14 2016-12-01 878.6 241.9 23.56
## 1105 2026      bl 2010-08-16 2017-01-13  1079   113  9.42
## 1106 2027      bl 2010-08-26 2017-01-11 >1700 167.2 14.41
## 1107 2031      bl 2010-09-30 2017-01-05  1287 162.8 12.73
## 1108 2036      bl 2010-11-12 2016-12-14 >1700 158.5 14.65
## 1109 2042      bl 2010-08-27 2017-01-05 827.6 124.1 10.58
## 1110 2042     m24 2012-09-06 2017-01-06 884.5 131.8 11.04
## 1111 2045      bl 2010-11-18 2017-01-11 725.1 210.8  20.5
## 1112 2045     m24 2012-12-11 2017-01-11 710.9 234.8 23.38
## 1113 2047     m24 2012-08-28 2017-01-09 723.9 424.3 43.48
## 1114 2047      bl 2010-09-03 2017-01-09 709.2 404.5 40.95
## 1115 2052      bl 2010-10-12 2016-12-16  1181 213.9 17.63
## 1116 2055     m24 2012-09-12 2016-12-20 548.2 424.1 42.15
## 1117 2055      bl 2010-09-15 2016-12-20 637.1 430.4 45.44
## 1118 2058      bl 2010-09-21 2016-12-08  1552 422.2 37.61
## 1119 2060      bl 2010-10-21 2017-01-06  1131 158.1 12.86
## 1120 2061      bl 2010-09-17 2016-11-17 >1700 204.3 17.63
## 1121 2061     m24 2012-10-24 2016-11-18 >1700 209.1 17.71
## 1122 2063      bl 2010-10-22 2016-12-19 564.4 287.8  29.1
## 1123 2068      bl 2010-10-05 2017-01-05 722.8 322.9 32.76
## 1124 2068     m24 2012-10-18 2017-01-06   656 351.4 36.86
## 1125 2068     m48 2014-11-13 2017-01-06 712.5 348.1  35.8
## 1126 2070      bl 2010-10-04 2016-11-21  1385 132.4 12.83
## 1127 2072      bl 2010-09-28 2016-12-08  1440 171.3 15.13
## 1128 2073      bl 2010-09-21 2017-01-11  1094 250.2 24.09
## 1129 2074     m48 2014-12-03 2016-12-14 >1700 227.4 16.52
## 1130 2074      bl 2010-12-10 2016-12-14  1641 186.5 15.39
## 1131 2074     m24 2012-12-17 2016-12-14  1440 184.1 15.85
## 1132 2077      bl 2010-10-28 2016-12-21 859.1 184.7 18.71
## 1133 2079      bl 2010-10-01 2016-12-21 518.6 415.1 48.48
## 1134 2079     m24 2012-10-10 2016-12-21   413 354.3 42.15
## 1135 2079     m48 2014-10-20 2016-12-21 491.4   323 38.48
## 1136 2083      bl 2010-10-06 2016-12-20  1033 165.5 13.69
## 1137 2083     m24 2012-10-08 2016-12-20  1209   163 13.75
## 1138 2087     m48 2014-10-23 2016-11-18 414.7 375.9 39.71
## 1139 2087      bl 2010-11-08 2016-11-17 436.7 353.5 37.46
## 1140 2087     m24 2012-11-15 2016-11-18 512.7 452.3 49.17
## 1141 2093      bl 2010-11-04 2017-01-12 >1700 354.6 30.84
## 1142 2099      bl 2010-10-19 2016-12-13  1638 428.9 42.53
## 1143 2099     m24 2012-12-03 2016-12-13  1500 363.5 34.33
## 1144 2100      bl 2010-10-26 2016-12-05 673.7 386.5 40.16
## 1145 2106      bl 2010-10-20 2017-01-05 361.3 414.6 48.31
## 1146 2109      bl 2010-10-26 2016-11-21 532.1 274.7 28.79
## 1147 2116      bl 2010-11-10 2017-01-17  1676 123.7 10.09
## 1148 2116     m24 2012-12-03 2017-01-17  1534 121.8 10.61
## 1149 2119     m24 2012-10-24 2016-11-22 >1700   307 23.66
## 1150 2119      bl 2010-10-26 2016-11-22 >1700 315.7 23.45
## 1151 2119     m60 2015-11-03 2016-11-22 >1700 330.6  24.7
## 1152 2121      bl 2010-11-03 2016-12-05  1016 247.4 20.87
## 1153 2121     m24 2012-11-03 2016-12-05 956.3   291 26.31
## 1154 2123      bl 2011-01-20 2016-11-28  1212 143.3 11.79
## 1155 2123     m24 2013-02-05 2016-11-28 >1700 155.9 12.71
## 1156 2123     m48 2014-11-21 2016-11-28 >1700            
## 1157 2124      bl 2010-11-16 2016-11-28 >1700 295.8 26.81
## 1158 2125      bl 2010-11-11 2016-12-20 638.6 190.9 15.85
## 1159 2130      bl 2011-02-09 2016-12-05 476.6 282.6 30.39
## 1160 2133     m24 2013-01-14 2016-11-28 490.3 338.6 29.65
## 1161 2133      bl 2011-05-09 2016-11-28 413.9 328.3 28.71
## 1162 2142      bl 2010-11-19 2016-12-02 632.1 301.7 32.49
## 1163 2146      bl 2010-11-17 2016-12-05 >1700   257 20.09
## 1164 2146     m24 2012-11-28 2016-12-05 >1700 249.5 20.87
## 1165 2148      bl 2010-11-17 2016-12-09  1331 173.3 15.92
## 1166 2150      bl 2010-12-08 2017-01-17 731.4 230.3  24.9
## 1167 2151      bl 2011-01-27 2016-12-08  1130 185.7 15.97
## 1168 2151     m24 2013-02-06 2016-12-08  1202 173.5 14.81
## 1169 2153      bl 2011-02-25 2016-11-22 980.4 116.8  10.4
## 1170 2155      bl 2011-04-13 2017-01-20 539.6 811.7 82.04
## 1171 2155     m24 2012-12-10 2016-11-29 719.1   750 71.56
## 1172 2164      bl 2010-12-14 2017-01-11  1097   132 12.57
## 1173 2167      bl 2011-01-19 2016-11-21   832 310.8 33.28
## 1174 2167     m24 2013-03-22 2016-11-21 840.5 296.9 30.86
## 1175 2168      bl 2010-11-29 2016-12-19 >1700 266.8 24.02
## 1176 2171      bl 2010-12-14 2017-01-18 738.2 350.7 42.04
## 1177 2180     m24 2013-01-07 2016-11-22 >1700 230.5 20.48
## 1178 2180      bl 2011-04-18 2016-11-22 >1700 238.8 20.71
## 1179 2182      bl 2011-07-20 2017-01-06 >1700 207.2 19.22
## 1180 2183     m24 2013-01-03 2017-01-03  1193 172.7 15.58
## 1181 2183     m48 2015-01-28 2017-01-03  1365 186.5 16.72
## 1182 2183      bl 2010-12-22 2017-01-03  1283 166.7 14.24
## 1183 2185      bl 2011-01-05 2017-01-13 >1700 308.7 28.58
## 1184 2187      bl 2010-11-29 2017-01-09 >1700 242.3 21.21
## 1185 2190      bl 2011-02-23 2016-11-28 963.2 341.5 35.48
## 1186 2190     m24 2013-03-27 2016-11-28  1082 330.6 34.95
## 1187 2191     m24 2013-04-05 2016-12-09 >1700   359 34.19
## 1188 2193      bl 2010-12-22 2016-11-23  1139 158.2 12.07
## 1189 2194      bl 2010-12-07 2017-01-19 884.2 371.7 42.38
## 1190 2195      bl 2011-01-06 2017-01-20   796 413.8 49.19
## 1191 2196      bl 2010-12-22 2016-12-06 695.3 237.7 22.11
## 1192 2199      bl 2010-12-06 2016-11-17  1523 224.3 18.93
## 1193 2200      bl 2010-12-15 2016-11-22  1257 151.6 13.35
## 1194 2201      bl 2011-02-03 2017-01-19 >1700 218.6 18.14
## 1195 2201     m12 2012-02-09 2017-01-19 >1700 196.2 16.99
## 1196 2201     m36 2014-02-10 2017-01-19  1449 222.8 19.43
## 1197 2205      bl 2011-01-18 2016-11-17 336.6 247.8 23.28
## 1198 2208      bl 2010-12-10 2017-01-13  1541 155.7 14.73
## 1199 2210      bl 2011-03-08 2017-01-13 316.1 130.7 11.79
## 1200 2213      bl 2010-12-14 2017-01-19  1124 322.8 30.59
## 1201 2213     m24 2012-12-19 2017-01-19  1058 307.9 29.86
## 1202 2216      bl 2011-03-10 2016-11-30   530   234 23.14
## 1203 2216     m24 2013-04-02 2017-01-20 531.3 325.5 32.65
## 1204 2219      bl 2011-01-05 2017-01-19 >1700 313.8 29.38
## 1205 2220      bl 2011-02-04 2016-11-22  1646 195.8 17.01
## 1206 2220     m48 2015-03-11 2016-11-22  1642 202.2 17.03
## 1207 2225      bl 2011-03-23 2017-01-12  1100   289 27.75
## 1208 2225     m24 2013-04-30 2017-01-12  1098 300.4 30.69
## 1209 2233     m24 2013-01-17 2016-12-21  1044 198.6 17.12
## 1210 2233     m36 2014-03-05 2016-12-21 841.3 210.8 17.25
## 1211 2233      bl 2010-12-30 2016-12-21  1195   194 16.84
## 1212 2234     m48 2014-12-09 2017-01-03 >1700 234.1 19.95
## 1213 2234      bl 2010-12-10 2017-01-03 >1700 221.6 18.29
## 1214 2234     m24 2012-12-19 2017-01-03 >1700 218.6  18.2
## 1215 2237      bl 2011-02-15 2016-12-08 >1700 185.3 16.42
## 1216 2238      bl 2011-01-20 2016-11-30 >1700 208.4 16.13
## 1217 2238     m24 2013-02-06 2016-12-01 >1700 206.7 16.13
## 1218 2239     m48 2015-01-16 2016-11-22  1447 323.2 26.09
## 1219 2239      bl 2011-02-15 2016-11-22  1689 280.4 23.03
## 1220 2239     m24 2012-11-16 2016-11-22 >1700   315 25.77
## 1221 2240      bl 2011-01-06 2016-11-18  1146 489.1 42.76
## 1222 2245      bl 2011-01-10 2016-12-16  1213 244.6 20.95
## 1223 2245     m48 2015-01-19 2016-12-16 886.2 234.6 20.61
## 1224 2245     m24 2013-01-29 2016-12-16  1037 236.3 20.58
## 1225 2247      bl 2011-02-08 2016-11-23 858.9 166.8 14.24
## 1226 2247     m60 2016-03-02 2016-11-23  1403 173.9 14.72
## 1227 2247     m24 2013-10-30 2016-11-23  1275 179.3  15.3
## 1228 2248      bl 2011-01-18 2017-01-13 646.9 557.5 66.72
## 1229 2249      bl 2011-01-04 2016-12-05 >1700 271.4 23.17
## 1230 2249     m48 2015-01-26 2016-12-05  1103 275.9 23.93
## 1231 2263     m48 2015-02-06 2016-12-16  1159 175.4 14.46
## 1232 2263      bl 2011-02-08 2016-12-16 776.9 193.2 13.19
## 1233 2263     m24 2013-03-08 2016-12-16  1057 178.4 14.73
## 1234 2264     m48 2015-02-27 2017-01-12 778.9 173.9 16.61
## 1235 2264      bl 2011-03-30 2017-01-12 839.5   234 21.16
## 1236 2264     m24 2013-04-11 2017-01-12 856.3 204.9 18.64
## 1237 2274     m24 2013-02-12 2017-01-04 633.4 258.8 25.91
## 1238 2274     m48 2015-02-19 2017-01-04 691.2 280.1 28.43
## 1239 2274      bl 2011-02-23 2017-01-04 476.5 256.4 25.43
## 1240 2278      bl 2011-04-06 2017-01-04 >1700 264.4 21.61
## 1241 2284      bl 2011-02-24 2016-12-02 791.6 170.6 15.13
## 1242 2301     m24 2013-03-08 2016-11-21 >1700 244.7 21.78
## 1243 2301      bl 2011-03-11 2016-11-21 >1700   286 23.48
## 1244 2304     m24 2013-03-07 2016-12-05  1416 163.7  13.4
## 1245 2304     m48 2015-03-11 2016-12-05  1416 149.1 12.32
## 1246 2304      bl 2011-03-14 2016-12-05  1563 151.9 12.75
## 1247 2307      bl 2011-03-10 2017-01-11 741.3 362.6 32.58
## 1248 2307     m24 2013-06-27 2017-01-11 621.6   364 33.77
## 1249 2308      bl 2011-03-18 2016-11-21 982.6   142 11.78
## 1250 2308     m60 2016-05-11 2016-11-21  1550 156.2 12.55
## 1251 2315      bl 2011-03-21 2017-01-19  1357 129.7 11.38
## 1252 2316      bl 2011-03-21 2016-12-13 589.6   634 69.57
## 1253 2324      bl 2011-04-18 2016-12-02 832.9 112.8   9.8
## 1254 2332      bl 2011-03-25 2016-12-21 >1700 302.8  26.3
## 1255 2333     m36 2014-04-14 2016-12-09 248.1 238.9 26.15
## 1256 2333      bl 2011-04-28 2016-12-09 662.6 249.7 23.45
## 1257 2336     m48 2015-03-25 2016-12-05 787.9 350.4 35.78
## 1258 2336      bl 2011-05-12 2016-12-05 909.4 302.5 33.64
## 1259 2336     m24 2013-05-16 2016-12-05 857.8 337.8 37.42
## 1260 2347     m24 2013-04-05 2016-12-02  1081 300.4 25.62
## 1261 2347      bl 2011-05-04 2016-12-02  1010 294.4 24.18
## 1262 2357      bl 2011-05-10 2017-01-04 >1700 241.5 19.37
## 1263 2357     m24 2013-06-07 2017-01-04 >1700 221.5 17.59
## 1264 2357     m48 2015-06-09 2017-01-04 >1700 224.1 17.67
## 1265 2360      bl 2011-05-31 2016-12-15  1694 352.3 27.66
## 1266 2363      bl 2011-05-02 2016-12-19 >1700 281.2 25.74
## 1267 2367      bl 2011-05-25 2017-01-19  1086 220.7 18.85
## 1268 2373      bl 2011-05-11 2017-01-06 779.8 642.7 68.61
## 1269 2373     m24 2013-05-15 2017-01-06 572.3 431.8 44.26
## 1270 2373     m48 2015-05-29 2017-01-06   732 419.2 42.99
## 1271 2374      bl 2011-05-26 2016-12-06 >1700 267.1 21.32
## 1272 2374     m24 2013-08-21 2016-12-07 >1700 313.9 25.98
## 1273 2374     m48 2015-10-28 2016-12-07 >1700 302.3  24.6
## 1274 2378      bl 2011-07-07 2016-12-08  1327 198.7 18.65
## 1275 2379      bl 2011-06-07 2016-12-19 804.8 122.4 10.58
## 1276 2380      bl 2011-08-10 2017-01-06 696.5   227 21.81
## 1277 2381      bl 2011-06-10 2017-01-18 684.7 576.9  57.7
## 1278 2381     m24 2013-06-26 2017-01-18 769.1 635.5 65.15
## 1279 2389      bl 2011-07-15 2017-01-19   881 128.9 11.73
## 1280 2390      bl 2011-07-08 2016-11-28 892.1 415.1 38.61
## 1281 2390     m24 2013-07-10 2016-11-28 822.3 446.6 43.25
## 1282 2390     m48 2015-08-04 2016-11-28 764.5   484  45.7
## 1283 2391      bl 2011-06-24 2017-01-18 412.7 193.7 19.78
## 1284 2391     m48 2015-07-13 2017-01-18 340.5 218.8 22.37
## 1285 2391     m24 2013-08-06 2017-01-18 506.9 226.6 22.76
## 1286 2392      bl 2011-07-08 2016-11-21  1167 174.7 15.51
## 1287 2392     m48 2015-07-09 2016-11-21   769 153.8 13.63
## 1288 2392     m24 2013-07-24 2016-11-21 681.7 144.6 11.88
## 1289 2394     m48 2015-07-14 2017-01-18 413.2 212.2 18.78
## 1290 2394     m24 2013-07-16 2017-01-18 406.6   208 18.86
## 1291 2394      bl 2011-07-21 2017-01-18 360.4 197.8  17.5
## 1292 2396      bl 2011-08-03 2016-12-06 >1700 218.7 17.42
## 1293 2396     m24 2013-10-31 2016-12-07 >1700 214.2 19.61
## 1294 2398      bl 2011-07-19 2016-12-15 549.7 163.3 12.16
## 1295 2398     m24 2013-07-25 2016-12-15 367.2 150.7 11.47
## 1296 2403     m24 2013-10-15 2016-12-19 407.1 259.2 23.84
## 1297 2403      bl 2011-10-26 2016-12-19 572.4 259.2 24.66
## 1298 2405      bl 2011-10-19 2017-01-06 >1700 259.9 23.02
## 1299 2405     m24 2013-10-25 2017-01-06  1689 259.6 22.85
## 1300 2407     m24 2013-11-26 2017-01-20 >1700 257.5 18.78
## 1301 2407     m48 2015-12-03 2017-01-20 >1700 234.3 18.68
## 1302 2407      bl 2011-12-13 2016-12-01 >1700 242.4 17.79
## 1303 4001     m24 2013-03-04 2016-12-05 406.8 586.1 26.41
## 1304 4001      bl 2011-03-07 2016-12-05 294.7 321.8 26.31
## 1305 4003      bl 2011-04-13 2017-01-09  1274 304.7 28.47
## 1306 4003     m60 2016-04-26 2017-01-09  1123 290.4 29.25
## 1307 4003     m24 2013-05-02 2017-01-09  1048 321.9 31.25
## 1308 4004      bl 2011-05-11 2017-01-13 >1700 273.7 25.75
## 1309 4004     m24 2013-05-31 2017-01-13 >1700 285.6 26.45
## 1310 4005      bl 2011-04-25 2017-01-18 853.5 338.9 36.63
## 1311 4007      bl 2011-03-30 2017-01-17 662.5 217.6 23.42
## 1312 4009      bl 2011-06-28 2016-11-17  1340   238 20.15
## 1313 4010     m24 2013-04-08 2016-11-22 555.9 161.6  14.8
## 1314 4010      bl 2011-04-25 2016-11-22 681.8 160.6 14.52
## 1315 4012     m24 2013-04-29 2016-12-21  1081   520 44.77
## 1316 4012     m48 2015-05-07 2016-12-21 805.9 454.7 39.26
## 1317 4012      bl 2011-05-09 2016-12-21  1009 333.1  28.5
## 1318 4014     m48 2015-06-10 2017-01-03 489.1 381.1 41.84
## 1319 4014     m24 2013-06-12 2017-01-03   539 319.9 33.57
## 1320 4014      bl 2011-06-16 2017-01-03 443.5 313.2 30.92
## 1321 4015     m48 2015-04-08 2016-12-08 318.6 406.7 35.05
## 1322 4015     m24 2013-04-26 2016-12-08 436.3 430.9 36.95
## 1323 4015      bl 2011-04-29 2016-12-08 384.6 420.7 39.81
## 1324 4018     m24 2013-05-07 2017-01-09  1478 244.9 23.63
## 1325 4018      bl 2011-05-25 2017-01-09 >1700 238.6 22.26
## 1326 4018     m48 2015-06-03 2017-01-09  1646 270.6 24.36
## 1327 4020      bl 2011-07-07 2017-01-19 >1700   265 24.15
## 1328 4021     m24 2013-05-10 2017-01-06 708.3 80.16    <8
## 1329 4021      bl 2011-06-17 2017-01-05 690.2 81.54    <8
## 1330 4022      bl 2011-05-12 2017-01-09 427.9 450.4 47.72
## 1331 4024      bl 2011-05-02 2017-01-13 934.2 616.4 67.97
## 1332 4026     m24 2013-06-10 2016-12-19 550.7 208.3 18.25
## 1333 4026      bl 2011-07-06 2016-12-19 509.2 197.8 18.33
## 1334 4028      bl 2011-05-23 2016-11-22 >1700 308.2 23.95
## 1335 4028     m24 2013-05-31 2016-11-22 >1700 329.6 26.55
## 1336 4028     m48 2015-06-08 2016-11-22 >1700 370.6  30.9
## 1337 4029     m24 2013-05-02 2017-01-17 835.9   272 25.58
## 1338 4029      bl 2011-05-16 2017-01-17  1063 268.1 25.32
## 1339 4030     m24 2013-05-15 2017-01-18 767.3 294.4 32.41
## 1340 4030     m48 2015-05-27 2017-01-18 544.5 279.7 30.72
## 1341 4032     m24 2013-05-09 2016-11-23  1207 139.2  11.8
## 1342 4032      bl 2011-05-23 2016-11-23  1192 155.5 12.23
## 1343 4034      bl 2011-07-14 2016-12-21 486.2   470 46.46
## 1344 4035     m24 2013-09-05 2016-11-28 606.1 480.8 42.29
## 1345 4035      bl 2011-09-22 2016-11-28 623.4 454.5 44.09
## 1346 4035     m48 2015-10-30 2016-11-28   599 437.2 40.87
## 1347 4036     m48 2015-06-29 2016-11-23 >1700 226.7 18.58
## 1348 4036      bl 2011-07-06 2016-11-23 >1700   245 19.84
## 1349 4036     m24 2013-08-26 2016-11-23 >1700 269.8 21.42
## 1350 4037     m48 2015-06-30 2017-01-20 >1700 232.3 21.09
## 1351 4037      bl 2011-07-06 2016-12-01 >1700 210.1 17.76
## 1352 4039      bl 2011-06-20 2016-12-15 593.6 542.7 57.04
## 1353 4041     m24 2013-05-13 2017-01-09 >1700 476.9 39.02
## 1354 4041      bl 2011-09-08 2017-01-09 >1700 377.9 30.42
## 1355 4042      bl 2011-06-03 2016-12-09 633.1 322.1 32.93
## 1356 4043     m24 2013-06-17 2016-11-29 >1700 252.4 21.72
## 1357 4043      bl 2011-08-31 2016-11-29 >1700 263.9 21.98
## 1358 4050      bl 2011-06-21 2016-11-21 955.7 157.1 12.31
## 1359 4050     m24 2013-07-31 2016-11-21  1211 149.6 12.53
## 1360 4053      bl 2011-06-14 2016-11-21   879 549.7 50.45
## 1361 4057      bl 2011-06-21 2016-12-06 950.8   533 56.96
## 1362 4058      bl 2011-06-23 2016-11-21 434.5 283.7 28.03
## 1363 4059      bl 2011-07-07 2016-11-17 374.4 184.4  20.2
## 1364 4060      bl 2011-06-22 2016-12-13 737.5 164.8 14.75
## 1365 4061      bl 2011-07-25 2017-01-19  1369 188.1 16.73
## 1366 4063      bl 2011-07-06 2016-12-09 >1700 201.9 19.23
## 1367 4066      bl 2011-07-08 2017-01-11 >1700 189.7 15.48
## 1368 4067      bl 2011-07-11 2016-12-20 396.6 163.2 15.53
## 1369 4071     m24 2013-07-16 2017-01-06  1008 418.9 37.61
## 1370 4071      bl 2011-08-22 2017-01-05 701.3 374.9  33.3
## 1371 4071     m48 2015-11-11 2017-01-06 833.5 481.5    43
## 1372 4072      bl 2011-07-13 2016-12-21  1434 164.7 14.95
## 1373 4073      bl 2011-07-06 2017-01-20 836.7 164.8 15.34
## 1374 4075     m24 2013-06-05 2016-12-20 >1700 291.1 24.42
## 1375 4075      bl 2011-06-28 2016-12-20 >1700 298.2 25.94
## 1376 4076      bl 2011-06-22 2016-11-23 >1700 176.3 15.14
## 1377 4076     m24 2013-07-23 2016-11-23 >1700 169.8 13.75
## 1378 4077      bl 2011-07-11 2016-11-28  1395 141.8 11.16
## 1379 4079      bl 2011-09-01 2016-11-22 704.5 532.5 50.27
## 1380 4080      bl 2011-08-08 2017-01-12 950.6 295.9 28.08
## 1381 4081      bl 2011-08-03 2016-12-13 715.5   217 22.37
## 1382 4082      bl 2011-07-05 2016-12-19  1616 276.5 22.53
## 1383 4082      nv 2015-08-11 2016-12-19  1005 273.5 22.88
## 1384 4084     m24 2013-07-12 2017-01-19 >1700 240.9 21.01
## 1385 4084      bl 2011-07-20 2017-01-19 >1700 237.6 20.67
## 1386 4084     m48 2015-08-07 2017-01-19 >1700 231.4 20.59
## 1387 4086      bl 2011-07-12 2017-01-19 925.1 105.5  8.26
## 1388 4086     m24 2013-08-06 2017-01-19 827.3 112.1  8.87
## 1389 4089     m24 2013-07-24 2016-12-16 633.5 429.2 43.16
## 1390 4089      bl 2011-08-11 2016-12-16 751.8 564.1 57.63
## 1391 4090      bl 2011-07-11 2016-11-28  1687 195.7 17.53
## 1392 4090     m24 2013-08-05 2016-11-28 >1700   214    19
## 1393 4092      bl 2011-08-01 2017-01-09  1261 433.2 41.02
## 1394 4092     m24 2013-08-06 2017-01-09 947.2 449.5 45.91
## 1395 4093      bl 2011-07-27 2016-11-22 858.7   129 10.42
## 1396 4094     m24 2013-07-17 2016-12-05  1533 145.1 11.27
## 1397 4094     m48 2015-08-27 2016-12-05  1252 143.7 11.87
## 1398 4094      bl 2011-09-13 2016-12-05 >1700 159.4 12.99
## 1399 4095      bl 2011-09-27 2017-01-11  1319 229.4 18.45
## 1400 4096      bl 2011-08-09 2016-11-23 267.2 204.5 20.04
## 1401 4097      bl 2011-08-01 2016-12-05 801.7 241.5 21.89
## 1402 4100      bl 2011-08-16 2016-12-02 889.9 300.2 28.58
## 1403 4102      bl 2011-10-11 2016-12-16  1101 176.7 11.53
## 1404 4103      bl 2011-09-27 2016-11-23  1432 188.4 17.69
## 1405 4104      bl 2011-07-11 2016-11-28 917.4 174.6 13.66
## 1406 4105     m24 2013-07-10 2016-11-22  1258 143.6 12.23
## 1407 4105      bl 2011-07-27 2016-11-22 974.3 130.6 11.29
## 1408 4105     m48 2015-08-06 2016-11-22  1142 144.1 11.88
## 1409 4114      bl 2011-08-05 2017-01-04 916.1 525.1 47.82
## 1410 4115     m48 2016-02-22 2016-11-29  1568 255.5  22.8
## 1411 4115      bl 2011-10-06 2017-01-20 >1700 231.9 20.59
## 1412 4115     m24 2013-10-11 2017-01-20 >1700 264.8 23.37
## 1413 4119      bl 2011-08-29 2016-12-19 >1700 305.6 30.31
## 1414 4120     m24 2013-07-24 2017-01-11 624.8 273.6 28.71
## 1415 4120     m48 2015-07-30 2017-01-11 582.6 287.9 28.43
## 1416 4120      bl 2011-08-10 2017-01-11 666.1 298.9 30.52
## 1417 4121      bl 2011-08-08 2017-01-06  1345 304.8 26.15
## 1418 4122      bl 2011-10-27 2016-12-19  1002 343.4 36.58
## 1419 4125      bl 2011-08-16 2017-01-13  1685 159.1 14.88
## 1420 4127      bl 2011-08-16 2016-12-16 744.5 99.79  8.21
## 1421 4127     m24 2013-09-11 2016-12-16 740.4 112.6  9.32
## 1422 4127     m48 2015-09-15 2016-12-16 628.3 114.8  9.25
## 1423 4128     m24 2013-08-12 2016-12-13   903 242.8 23.77
## 1424 4128      bl 2011-09-06 2016-12-13 879.1 237.6 22.98
## 1425 4131      bl 2011-08-10 2017-01-06 589.1 308.6 28.22
## 1426 4133      bl 2011-09-08 2017-01-20  1174 248.7 22.74
## 1427 4134      bl 2011-08-16 2017-01-13 836.8 278.5 31.45
## 1428 4138     m24 2013-09-11 2017-01-09 >1700 393.9 34.15
## 1429 4138      bl 2011-09-21 2017-01-09 >1700 359.5 33.03
## 1430 4139      bl 2011-09-12 2017-01-17  1415 131.6 10.84
## 1431 4143     m48 2015-08-25 2017-01-12 >1700 273.9 20.95
## 1432 4143     m24 2013-08-28 2017-01-12 >1700 271.8 22.06
## 1433 4143      bl 2011-09-19 2017-01-12 >1700 243.1 20.79
## 1434 4146     m48 2015-09-02 2016-12-05 507.8 196.8 21.95
## 1435 4146     m24 2013-09-09 2016-12-05   647 232.7 24.03
## 1436 4146      bl 2011-09-14 2016-12-05 519.9 197.3 19.83
## 1437 4148     m48 2015-08-04 2016-12-07  1301 188.8  14.3
## 1438 4148     m24 2013-08-15 2016-12-07  1272 181.5 14.99
## 1439 4148      bl 2011-08-30 2016-12-07  1352 186.7 15.01
## 1440 4149     m24 2013-08-20 2016-12-19 732.2 221.6  20.3
## 1441 4149      bl 2011-08-25 2016-12-19 958.3 202.9 18.54
## 1442 4150      bl 2011-09-21 2016-12-08 >1700   227 19.39
## 1443 4151      bl 2011-10-19 2017-01-18 492.7 189.6 17.85
## 1444 4152      bl 2011-09-29 2016-11-29 585.9 457.5 43.73
## 1445 4153     m24 2013-09-04 2017-01-12 448.2   424 43.51
## 1446 4153      bl 2011-10-03 2017-01-12 519.2 405.9 42.01
## 1447 4157      bl 2011-09-23 2017-01-20  1079 297.8 29.16
## 1448 4158      bl 2011-08-26 2016-12-02  1644 203.8 16.87
## 1449 4158     m24 2013-08-30 2016-12-02  1661 208.1 17.39
## 1450 4159      bl 2011-09-19 2016-12-07  1380 194.9 17.89
## 1451 4160      bl 2011-10-24 2016-12-05  1035 126.3 10.84
## 1452 4160     m24 2013-11-26 2016-12-05  1219 131.8  11.4
## 1453 4162     m48 2015-09-21 2017-01-04 647.1 372.6 39.25
## 1454 4162      bl 2011-09-22 2017-01-04 778.8 340.7 35.37
## 1455 4164     m48 2016-01-29 2016-12-14 >1700 256.7 22.09
## 1456 4164      bl 2011-11-29 2016-12-14 >1700   238 19.89
## 1457 4164     m24 2013-12-23 2016-12-14 >1700 245.3 21.11
## 1458 4167     m24 2013-08-27 2017-01-18 519.3 281.7 27.42
## 1459 4167      bl 2011-08-29 2017-01-18 645.3 301.7 29.43
## 1460 4168      bl 2011-09-08 2016-12-08 723.4 240.5  21.1
## 1461 4168     m24 2013-09-18 2016-12-08 769.7 243.7 22.62
## 1462 4169     m48 2015-08-21 2016-12-05 >1700 286.5  24.6
## 1463 4169      bl 2011-09-02 2016-12-05  1558 228.8 21.86
## 1464 4169     m24 2013-09-13 2016-12-05  1236 205.1 18.33
## 1465 4170      bl 2011-09-08 2017-01-11  1073 168.9 17.37
## 1466 4170     m24 2013-09-30 2017-01-11 829.3 157.2 16.73
## 1467 4171      bl 2011-08-29 2016-11-23 765.6 529.5    55
## 1468 4172      bl 2011-09-20 2017-01-17 651.4   382 47.67
## 1469 4173     m48 2016-02-11 2017-01-04  1355 168.1  13.5
## 1470 4173     m24 2013-10-04 2017-01-04  1304 157.4 12.37
## 1471 4173      bl 2011-10-13 2017-01-04  1358 161.1 13.03
## 1472 4174      bl 2011-09-19 2016-12-05 734.6 260.9 26.77
## 1473 4175     m24 2013-08-12 2017-01-13 857.7 304.3  29.2
## 1474 4175      bl 2011-08-31 2017-01-13  1133   310 29.16
## 1475 4176     m48 2016-01-06 2017-01-03  1057 511.6 54.74
## 1476 4176      bl 2011-09-07 2017-01-03  1156 468.8 46.98
## 1477 4176     m24 2013-09-11 2017-01-03  1225 501.7 49.98
## 1478 4177      bl 2011-09-07 2016-12-07 924.7 177.9 15.28
## 1479 4177     m24 2013-09-13 2016-12-07 957.7   188 16.01
## 1480 4177     m48 2015-10-16 2016-12-07 869.9 214.5 18.96
## 1481 4179     m48 2016-01-12 2017-01-18 340.7   240 27.19
## 1482 4179      bl 2011-09-07 2017-01-18 301.5 195.8 20.71
## 1483 4179     m24 2013-09-18 2017-01-18 325.6 207.2 22.85
## 1484 4184      bl 2011-10-07 2017-01-11  1275 108.4  9.42
## 1485 4185      bl 2011-09-29 2016-11-29 723.1 101.9  9.55
## 1486 4186      bl 2011-09-16 2016-11-28  1226 150.5 12.05
## 1487 4187     m48 2015-08-24 2017-01-12 898.5 225.5 19.94
## 1488 4187      bl 2011-08-25 2017-01-12 963.7   212 18.85
## 1489 4187     m24 2013-09-09 2017-01-12  1056 221.6 19.23
## 1490 4188     m24 2013-09-23 2017-01-03 447.8 293.9 27.81
## 1491 4188     m48 2015-10-08 2017-01-03 567.5 341.9 32.42
## 1492 4188      bl 2011-10-27 2017-01-03 485.5 281.7 27.59
## 1493 4189     m24 2013-11-07 2017-01-17 695.1 474.6 31.65
## 1494 4189      bl 2011-11-15 2017-01-17 545.2 462.1  33.9
## 1495 4192     m24 2013-10-16 2016-11-28 668.9 275.4 26.03
## 1496 4192      bl 2011-11-21 2016-11-28 564.5 224.6 21.54
## 1497 4194      bl 2011-09-29 2017-01-13 >1700 236.1 21.76
## 1498 4195      bl 2011-09-21 2017-01-05 433.9 533.3 55.81
## 1499 4196      bl 2011-10-17 2017-01-17  1400 401.4 36.31
## 1500 4197      bl 2011-08-30 2016-11-23 555.4 201.1 17.74
## 1501 4197     m24 2013-09-10 2016-11-23 567.3 220.3 19.58
## 1502 4197     m48 2015-09-21 2016-11-23 600.1 207.3 17.78
## 1503 4198      bl 2011-09-20 2017-01-11 712.2 193.5 19.27
## 1504 4198     m24 2013-09-24 2017-01-11 709.9 191.9 19.19
## 1505 4198     m48 2015-09-29 2017-01-11 736.3 205.5  20.1
## 1506 4199      bl 2011-09-19 2017-01-20  1535 142.5 12.62
## 1507 4199     m24 2013-10-10 2016-12-01  1559 153.6  13.5
## 1508 4200     m24 2013-10-09 2016-12-19  1447 159.3 13.48
## 1509 4200      bl 2011-10-19 2016-12-19  1544 146.5 13.05
## 1510 4200     m48 2015-10-28 2016-12-19  1583 168.7 14.88
## 1511 4201      bl 2011-10-04 2016-11-29 749.4   594 59.94
## 1512 4202      bl 2011-10-31 2016-12-16  1670 239.5 20.73
## 1513 4203      bl 2011-09-15 2017-01-06   949 241.6 22.56
## 1514 4205      bl 2011-12-01 2016-11-28 992.5 281.8 27.46
## 1515 4206      bl 2011-10-05 2016-12-13 >1700 253.9 24.56
## 1516 4208     m24 2013-09-11 2017-01-13  1475 178.9  15.7
## 1517 4208      bl 2011-09-19 2017-01-13 >1700 194.3 16.95
## 1518 4209      bl 2011-10-19 2017-01-17 653.3 409.8 45.45
## 1519 4210     m48 2015-09-16 2016-12-20  1564 360.7 35.86
## 1520 4210     m24 2013-09-25 2016-12-20 >1700 331.6 30.59
## 1521 4210      bl 2011-09-27 2016-12-20 >1700 309.3 30.06
## 1522 4211      bl 2011-10-03 2017-01-17   456 211.6 20.36
## 1523 4211     m24 2013-11-05 2017-01-17 465.7 215.2  19.9
## 1524 4213     m24 2013-09-23 2016-12-20 >1700 222.7 19.06
## 1525 4213     m48 2015-09-28 2016-12-20 >1700   237 20.95
## 1526 4213      bl 2011-10-03 2016-12-20  1691 216.2 18.85
## 1527 4214      bl 2011-10-10 2016-12-02 879.9 115.8  9.39
## 1528 4215      bl 2011-10-19 2017-01-18 576.4 257.9 27.32
## 1529 4215     m24 2013-10-30 2017-01-18 548.8 273.9 28.67
## 1530 4217      bl 2011-10-26 2017-01-09  1684 186.2 17.43
## 1531 4218     m24 2013-09-09 2016-11-21 >1700 316.5  27.6
## 1532 4218      bl 2011-09-26 2016-11-21 >1700 286.7 25.45
## 1533 4219      bl 2011-10-21 2017-01-11 908.7 119.1 10.16
## 1534 4220      bl 2011-09-23 2016-12-07 >1700 255.4 21.67
## 1535 4220     m24 2013-10-04 2016-12-07 >1700 272.4 21.78
## 1536 4223      bl 2011-09-30 2017-01-05 834.6 286.5 23.49
## 1537 4224     m24 2013-10-23 2016-12-21  1044 165.9 15.11
## 1538 4224      bl 2011-11-16 2016-12-21  1201 164.5 15.43
## 1539 4225      bl 2011-10-14 2016-12-14 713.7 371.6 38.07
## 1540 4225     m24 2013-12-13 2016-12-14 717.9 436.2 48.51
## 1541 4226      bl 2011-10-17 2016-12-19 >1700 253.1 22.84
## 1542 4229     m48 2015-09-21 2017-01-03  1028 126.1 10.67
## 1543 4229      bl 2011-09-30 2017-01-03   925 116.3  9.92
## 1544 4229     m24 2013-10-11 2017-01-03 857.8 113.2  9.47
## 1545 4232      bl 2011-11-30 2017-01-17   682 186.8  17.1
## 1546 4235     m48 2015-09-24 2016-12-19 570.9 291.6 29.61
## 1547 4235     m24 2013-10-10 2016-12-19   641 304.3 31.95
## 1548 4235      bl 2011-10-13 2016-12-19 697.2 298.8 32.64
## 1549 4237     m24 2013-11-04 2016-11-21 >1700 366.8 29.71
## 1550 4237      bl 2011-11-11 2016-11-21 >1700 302.1 25.66
## 1551 4240      bl 2011-10-11 2016-12-19 337.5 270.9 27.73
## 1552 4241      bl 2012-03-22 2016-11-18 731.9 301.2 32.12
## 1553 4243      bl 2012-02-23 2016-12-02  1069 357.9 36.35
## 1554 4243     m24 2014-02-27 2016-12-02 977.7 422.2 39.16
## 1555 4244      bl 2011-11-22 2016-12-14 654.3 145.4 12.16
## 1556 4245      bl 2011-11-03 2016-12-15 924.4   125  9.22
## 1557 4250     m24 2013-10-25 2017-01-17 584.6 364.9 38.18
## 1558 4250      bl 2011-11-02 2017-01-17 757.1 406.9 43.93
## 1559 4251      bl 2011-11-14 2017-01-17 728.5 229.3 21.73
## 1560 4252      bl 2011-10-18 2016-11-22 556.4 303.7 32.08
## 1561 4254      bl 2011-11-08 2016-12-14  1194 377.5 31.96
## 1562 4256      bl 2012-01-05 2016-12-08  1389 210.9 17.51
## 1563 4258      bl 2011-10-19 2017-01-03 641.6 322.5 34.52
## 1564 4259     m24 2013-11-06 2016-12-14 469.5 171.4 17.37
## 1565 4260      bl 2011-10-25 2016-12-20 718.3 218.3 19.76
## 1566 4262     m48 2015-10-19 2017-01-06 728.8   391 38.42
## 1567 4262      bl 2011-10-31 2017-01-06 790.5 347.9 34.28
## 1568 4262     m24 2013-11-11 2017-01-06 848.4 408.5 40.18
## 1569 4263      bl 2011-10-26 2017-01-20 669.3 404.3 41.11
## 1570 4263     m24 2013-11-18 2016-11-29 613.3 422.9 41.42
## 1571 4266      bl 2012-02-02 2016-12-08 820.1 314.6 33.22
## 1572 4266     m48 2015-11-20 2016-12-08 974.7 338.3  36.4
## 1573 4266     m24 2013-11-22 2016-12-08 916.5 324.5 34.95
## 1574 4268      bl 2011-12-15 2017-01-17  1350 151.6 14.27
## 1575 4269      bl 2011-12-09 2016-12-16  1157 188.4 17.48
## 1576 4269     m24 2013-12-09 2016-12-16  1440 191.3 18.14
## 1577 4270     m24 2013-11-18 2017-01-11 451.9 180.8 19.33
## 1578 4270      bl 2011-11-28 2017-01-11 479.7 182.4 19.03
## 1579 4270     m48 2015-11-30 2017-01-11 411.4   189 19.91
## 1580 4271     m24 2013-10-08 2017-01-11  1168 151.1 16.01
## 1581 4271      bl 2011-10-19 2017-01-11  1249 162.4 17.31
## 1582 4271     m48 2015-10-27 2017-01-11  1243 189.8 19.09
## 1583 4272     m48 2015-10-20 2016-11-28 723.5 237.5 21.95
## 1584 4272     m24 2013-10-29 2016-11-28 637.5   219 20.28
## 1585 4272      bl 2011-11-03 2016-11-28 601.8 222.3 20.08
## 1586 4274      bl 2011-11-15 2016-12-08 893.6 157.3 13.63
## 1587 4275      bl 2011-12-06 2017-01-11 >1700 215.2 20.11
## 1588 4276      bl 2011-11-10 2016-12-21 >1700 257.8 21.92
## 1589 4277      bl 2011-11-10 2017-01-13 >1700   232  19.7
## 1590 4278     m48 2015-10-22 2016-12-14 319.3   243 23.67
## 1591 4278     m24 2013-10-24 2016-12-14 376.1 212.7 20.67
## 1592 4278      bl 2011-11-03 2016-12-14 422.8 205.1 19.33
## 1593 4279      bl 2012-01-19 2016-12-20 >1700 324.4 29.37
## 1594 4280      bl 2011-11-04 2017-01-06  1694 450.7 40.61
## 1595 4281      bl 2011-10-31 2017-01-20 >1700 308.1 29.09
## 1596 4281     m24 2013-11-05 2017-01-20 >1700 325.7 27.46
## 1597 4282      bl 2011-12-22 2017-01-18 543.1 313.8 31.76
## 1598 4285      bl 2011-10-25 2017-01-19  1160 145.3  12.8
## 1599 4287     m24 2013-10-25 2016-12-07 698.4 418.6  47.4
## 1600 4287      bl 2011-11-02 2016-12-07 737.1 400.4 46.13
## 1601 4288     m36 2015-11-11 2017-01-06 597.3 126.2 12.17
## 1602 4288      bl 2011-12-06 2017-01-06 716.6 123.3 10.96
## 1603 4290     m24 2013-11-14 2016-11-18 866.3 403.3 33.92
## 1604 4290      bl 2011-12-08 2016-11-18 510.8 344.8 30.12
## 1605 4291      bl 2012-01-19 2016-12-19   762 200.6 18.84
## 1606 4291     m24 2014-02-27 2016-12-19 678.5 223.8 20.77
## 1607 4292     m24 2013-09-30 2016-11-23 >1700 252.5 21.27
## 1608 4292      bl 2011-12-20 2016-11-23  1635 209.9 19.56
## 1609 4293      bl 2011-11-01 2017-01-20 >1700 213.3 18.96
## 1610 4294     m24 2013-11-19 2016-12-01 377.3 300.5 28.45
## 1611 4294     m48 2015-12-16 2016-12-01   469 285.8 26.74
## 1612 4294      bl 2011-12-28 2017-01-20   535 316.5 30.02
## 1613 4299     m24 2013-11-04 2016-12-09 >1700 280.5 22.24
## 1614 4299      bl 2011-11-16 2016-12-09 >1700 263.8  22.2
## 1615 4299     m48 2015-11-18 2016-12-09 >1700 269.9    22
## 1616 4300     m24 2014-01-09 2016-12-13 499.1 136.5 12.37
## 1617 4300      bl 2011-12-13 2016-12-13   633 166.1  14.1
## 1618 4301      bl 2011-11-10 2016-11-18  1052 139.4 10.88
## 1619 4301     m48 2015-11-18 2016-11-18 764.2 126.2  9.85
## 1620 4301     m24 2013-11-19 2016-11-18 892.6 130.7 10.19
## 1621 4302     m24 2014-01-29 2016-12-19 945.9 371.9 38.95
## 1622 4302      bl 2011-11-18 2016-12-19 948.3 321.1 31.98
## 1623 4302     m48 2015-12-02 2016-12-19 946.1   417 46.18
## 1624 4303      bl 2011-11-14 2016-11-29 668.7 258.6 24.99
## 1625 4308      bl 2012-02-27 2016-12-08 >1700 228.1 20.34
## 1626 4308     m48 2016-03-02 2016-12-08 >1700 258.3 20.96
## 1627 4308     m24 2014-04-30 2016-12-08 >1700 252.5 21.72
## 1628 4310      bl 2011-11-16 2016-11-18 659.3 134.9 11.45
## 1629 4311      bl 2011-12-08 2016-12-21  1244 314.2 27.56
## 1630 4311     m24 2013-12-12 2016-12-21  1082 338.8 30.28
## 1631 4312      bl 2011-12-08 2016-12-14 666.2 248.8 20.75
## 1632 4312     m24 2013-12-12 2016-12-14 578.9 228.6 20.89
## 1633 4313     m24 2014-01-27 2016-12-09  1338 161.5 15.58
## 1634 4313     m06 2012-07-23 2016-12-09  1244 149.7 14.48
## 1635 4320      nv 2015-12-11 2017-01-11 734.6   287 25.79
## 1636 4320     m24 2013-12-13 2017-01-11 922.5 296.3 27.12
## 1637 4320      bl 2011-12-22 2017-01-11 979.7 252.5    22
## 1638 4324     m48 2016-02-11 2017-01-13 222.8 143.3 13.68
## 1639 4324      bl 2011-11-17 2017-01-13 342.6 140.7 15.05
## 1640 4328      bl 2011-12-06 2016-11-21  1643 183.5 15.99
## 1641 4328     m24 2013-12-16 2016-11-21 >1700 194.3 16.69
## 1642 4331      bl 2011-12-07 2016-12-13   992 150.3 12.78
## 1643 4332      bl 2011-11-30 2017-01-04  1531 233.7 21.19
## 1644 4335      bl 2011-11-30 2016-11-29   203 153.9 16.11
## 1645 4337      bl 2011-12-01 2017-01-17 998.6 114.2   9.9
## 1646 4338     m24 2013-11-21 2017-01-04  1366 311.6 27.29
## 1647 4338      bl 2011-11-30 2017-01-04  1452   321 27.62
## 1648 4339      bl 2011-12-08 2017-01-13 481.2 264.7 27.13
## 1649 4340      bl 2011-12-14 2016-12-02 >1700 179.6  15.4
## 1650 4343     m24 2013-11-14 2017-01-17 471.2 471.6 53.77
## 1651 4343      bl 2011-11-18 2017-01-17 695.5 479.7 53.38
## 1652 4346     m48 2015-11-18 2017-01-13 588.6 296.1 27.01
## 1653 4346     m24 2013-11-22 2017-01-13 624.8 293.8 26.84
## 1654 4346      bl 2011-11-28 2017-01-13 664.5   288 26.35
## 1655 4348      bl 2011-12-15 2017-01-04 798.6 218.9 18.37
## 1656 4349     m24 2014-04-01 2016-12-08  1034 182.2 18.27
## 1657 4349      bl 2012-08-07 2016-12-08 995.8 174.4 17.82
## 1658 4350      bl 2011-12-19 2017-01-13 >1700 205.1  18.8
## 1659 4351      bl 2012-01-10 2016-12-13 703.7 233.7 24.86
## 1660 4351     m24 2013-12-10 2016-12-13 654.8 250.8 27.92
## 1661 4352      bl 2011-12-14 2017-01-17 >1700 257.7 23.04
## 1662 4353      bl 2012-01-24 2016-11-29 448.6 214.1 22.74
## 1663 4354      bl 2012-01-24 2016-12-13  1272 268.9 24.45
## 1664 4356      bl 2011-11-28 2016-12-08 >1700 553.5  52.3
## 1665 4357      bl 2012-01-04 2017-01-03  1332 203.5 19.25
## 1666 4359      bl 2012-01-13 2016-12-07 871.9 429.7 46.74
## 1667 4360      bl 2011-12-16 2016-12-02  1305 146.4 12.34
## 1668 4363      bl 2012-01-09 2017-01-12 682.1 325.5 36.15
## 1669 4363     m24 2014-01-27 2017-01-12 641.7 383.3 41.76
## 1670 4365      bl 2012-01-05 2017-01-09  1264 202.6 17.29
## 1671 4365     m24 2014-04-14 2017-01-09  1163 207.2 18.34
## 1672 4366      bl 2011-12-01 2017-01-17 729.9 449.9 46.64
## 1673 4367      bl 2011-12-07 2017-01-04 938.8   213 20.11
## 1674 4369     m24 2013-11-22 2017-01-20 >1700 298.5 28.42
## 1675 4369      bl 2011-12-07 2016-12-01 >1700   269 24.56
## 1676 4371     m24 2013-11-27 2016-12-20 769.8 273.6 24.27
## 1677 4371      bl 2011-12-12 2016-12-20 957.2 265.6 24.15
## 1678 4376      bl 2012-02-02 2016-12-15 >1700   277 23.97
## 1679 4377      bl 2012-02-22 2017-01-06  1349 312.6 26.47
## 1680 4379      bl 2012-04-16 2017-01-20  1381   195 15.01
## 1681 4381     m48 2016-02-03 2017-01-06  1517 206.9 18.49
## 1682 4381      bl 2012-02-10 2017-01-06 >1700 178.9 15.25
## 1683 4381     m24 2014-02-21 2017-01-06 >1700 207.8 17.74
## 1684 4382     m24 2013-12-17 2016-12-15 >1700 370.2 33.19
## 1685 4382      bl 2011-12-21 2016-12-15 >1700 357.2  32.3
## 1686 4384      bl 2012-02-09 2016-12-09 867.5 109.3  9.86
## 1687 4385      nv 2016-03-10 2016-11-28 220.6 138.9 12.76
## 1688 4386      bl 2012-01-26 2016-11-22  1221 519.8  48.1
## 1689 4386     m24 2014-01-28 2016-11-22 986.3 519.7 52.78
## 1690 4386     m48 2016-02-02 2016-11-22   921 564.6 60.04
## 1691 4387      bl 2011-12-20 2017-01-03  1099 253.2 21.77
## 1692 4388      bl 2012-01-27 2017-01-04 874.3 186.8 16.55
## 1693 4390      bl 2012-01-04 2016-12-21  1595 169.8 15.94
## 1694 4391      bl 2012-01-24 2016-11-22 >1700 165.1 13.94
## 1695 4392      bl 2012-01-06 2017-01-12 976.6 372.2 37.26
## 1696 4392     m24 2014-02-07 2017-01-12  1099   342 35.32
## 1697 4393      bl 2012-01-12 2017-01-06 >1700 337.2  30.8
## 1698 4393     m48 2016-01-27 2017-01-06  1562 367.6 32.99
## 1699 4393     m24 2013-12-11 2017-01-06 >1700 344.8  31.9
## 1700 4394      bl 2012-02-02 2016-12-20  1086 165.2 14.77
## 1701 4395     m24 2014-01-15 2016-12-08  1062 104.1 11.16
## 1702 4395     m48 2016-01-27 2016-12-08  1147 113.7 12.15
## 1703 4395      bl 2012-02-02 2016-12-08 982.1 103.8 11.81
## 1704 4396      bl 2011-12-14 2016-11-18 981.6 166.5 13.69
## 1705 4399      bl 2012-08-14 2016-12-16  1554   219 19.62
## 1706 4399     m24 2013-12-19 2016-12-16 >1700 257.9 21.64
## 1707 4401      bl 2012-01-03 2016-12-09 >1700 342.6 32.26
## 1708 4402      bl 2012-01-09 2016-12-09 456.8 479.5 46.42
## 1709 4403      bl 2012-01-11 2016-12-09 394.1 230.6 24.49
## 1710 4404     m48 2016-01-14 2016-12-02 629.8 241.3 22.83
## 1711 4404      bl 2012-02-02 2016-12-02   652   212 21.19
## 1712 4404     m24 2014-02-06 2016-12-02 711.3 209.8 20.54
## 1713 4405      bl 2012-01-25 2017-01-06 633.8 482.5  44.5
## 1714 4405     m24 2014-01-31 2017-01-06 456.2 476.9 45.26
## 1715 4405     m48 2016-02-05 2017-01-06 527.8 559.1 54.97
## 1716 4406      bl 2011-12-13 2016-12-16 810.6 268.8 25.55
## 1717 4408      bl 2012-05-03 2017-01-18 611.9 264.4 28.72
## 1718 4410     m24 2014-01-10 2017-01-20  1556 327.5 31.34
## 1719 4410      bl 2012-01-13 2017-01-20 >1700 313.5 29.14
## 1720 4410     m48 2016-01-13 2017-01-20  1536 386.8 36.61
## 1721 4414      bl 2012-04-06 2016-12-02 969.7 402.6 43.22
## 1722 4414     m24 2014-04-14 2016-12-02 811.5 495.9 47.34
## 1723 4415     m24 2014-01-22 2017-01-06 351.6 805.7 90.01
## 1724 4415      bl 2012-01-24 2017-01-06   389 816.9 92.08
## 1725 4415     m48 2016-01-29 2017-01-06 393.7 915.8 103.7
## 1726 4417      bl 2012-01-31 2017-01-04 801.2 217.4  19.6
## 1727 4417     m24 2014-02-14 2017-01-04 686.1 228.1  20.6
## 1728 4417     m48 2016-02-19 2017-01-04 789.9 248.7 22.99
## 1729 4419      bl 2012-01-10 2016-11-23 555.6 152.6 15.24
## 1730 4420      bl 2012-04-09 2016-12-21   795 339.4 32.22
## 1731 4421      bl 2012-01-11 2016-12-13 >1700 196.8 17.55
## 1732 4422     m24 2014-01-10 2016-12-20  1052 395.6  30.8
## 1733 4422     m48 2016-01-13 2016-12-20 897.5 385.8 26.84
## 1734 4422      bl 2011-12-28 2016-12-20  1373 370.2 30.51
## 1735 4423      bl 2012-01-03 2016-12-05   741 199.5  19.7
## 1736 4424      bl 2012-01-09 2017-01-13 752.9 149.6  14.6
## 1737 4426      bl 2012-03-13 2017-01-19 819.6   188 17.89
## 1738 4426     m24 2014-05-14 2017-01-19 840.4 207.5 17.71
## 1739 4427      bl 2012-01-13 2016-12-21  1689 210.8 20.73
## 1740 4427     m24 2014-02-07 2016-12-21  1389 219.7 20.87
## 1741 4427     m48 2016-03-21 2016-12-21 >1700 247.8  22.5
## 1742 4428      bl 2012-01-06 2016-11-23  1454 197.6 16.67
## 1743 4429     m24 2014-01-22 2017-01-06 >1700 320.3 26.66
## 1744 4429      bl 2012-02-16 2017-01-06 >1700 279.4 25.29
## 1745 4429     m48 2016-03-22 2017-01-06 >1700 320.3 28.54
## 1746 4430     m24 2014-02-10 2017-01-20 630.9 576.2 55.26
## 1747 4430     m48 2016-02-11 2016-12-01 674.6 610.6 58.64
## 1748 4430      bl 2012-02-21 2016-12-01 590.5 542.7 54.28
## 1749 4431      bl 2012-03-05 2016-12-16 618.5 158.2 14.89
## 1750 4432      bl 2012-02-24 2016-12-15  1454 177.9 14.83
## 1751 4432     m48 2016-02-24 2016-12-15 >1700 205.2  16.5
## 1752 4432     m24 2014-03-19 2016-12-15  1253 164.7 13.72
## 1753 4433      bl 2012-04-17 2016-12-20 486.5 308.2 33.76
## 1754 4434      bl 2012-03-01 2017-01-18  1245 144.6 12.73
## 1755 4438      bl 2012-02-09 2016-12-15 627.4 190.2  17.4
## 1756 4442      bl 2012-05-01 2016-12-19 425.6 440.2 51.24
## 1757 4443      bl 2012-02-23 2016-12-14  1620 205.7 18.04
## 1758 4444     m48 2016-02-25 2016-11-18 811.2   295 28.07
## 1759 4444      bl 2012-03-01 2016-11-18 971.6 278.9 25.37
## 1760 4444     m24 2014-03-21 2016-11-18 870.4 275.2 26.82
## 1761 4445      bl 2012-02-01 2017-01-11 >1700 199.3 16.52
## 1762 4447      bl 2012-02-06 2016-12-19   871 453.1 45.51
## 1763 4447     m24 2014-02-24 2016-12-19 911.8 479.7 49.26
## 1764 4448      bl 2012-02-16 2016-12-15 >1700 318.8 26.82
## 1765 4449      bl 2012-02-23 2016-12-08 957.1 192.3 17.99
## 1766 4453     m24 2014-02-03 2016-12-02 >1700 248.7 20.22
## 1767 4453      bl 2012-02-13 2016-12-02 >1700 244.8 19.29
## 1768 4455      bl 2012-03-05 2016-12-13 >1700 283.7 29.46
## 1769 4456      bl 2012-02-07 2017-01-06 689.2 261.7 27.26
## 1770 4458      bl 2012-02-21 2017-01-20 651.3 457.3 51.53
## 1771 4462      bl 2012-02-28 2017-01-04 721.6 219.1 21.12
## 1772 4463      bl 2012-03-01 2016-12-09  1404 134.4 12.05
## 1773 4464      bl 2012-02-17 2017-01-12 840.8 201.1 17.47
## 1774 4465      bl 2012-02-29 2016-11-23  1423 235.8 20.98
## 1775 4466      bl 2012-02-20 2016-12-08  1061 177.8 15.52
## 1776 4466     m48 2016-03-14 2016-12-08 470.5 207.1 16.97
## 1777 4467     m24 2014-02-04 2016-12-01 737.7 716.7 86.74
## 1778 4467      bl 2012-02-10 2016-12-01 705.2 675.6 76.51
## 1779 4468     m24 2014-02-19 2016-12-02 >1700 172.5 13.97
## 1780 4468      bl 2012-02-22 2016-12-02 >1700 200.9 16.25
## 1781 4469     m24 2014-04-17 2016-12-02 >1700 388.1 31.24
## 1782 4469      bl 2012-04-20 2016-12-02 >1700 421.7 34.16
## 1783 4473      bl 2012-02-27 2016-11-21 998.8 380.4 40.95
## 1784 4473     m24 2014-03-03 2016-11-21 818.8 392.2 40.39
## 1785 4473     m48 2016-03-14 2016-11-21 778.6 409.2 43.43
## 1786 4474      bl 2012-02-03 2017-01-18 507.2 329.6 36.17
## 1787 4475      bl 2012-03-01 2016-12-16  1103 430.2 37.85
## 1788 4476      bl 2012-02-10 2016-11-28 >1700 258.9 23.75
## 1789 4476     m24 2014-03-07 2016-11-28 >1700 256.8 22.98
## 1790 4477      bl 2012-02-09 2016-12-02 651.4 371.2  33.6
## 1791 4480      bl 2012-03-12 2016-12-14 682.1 253.6 23.17
## 1792 4482     m24 2014-03-11 2017-01-19  1089 631.8 68.18
## 1793 4482     m48 2016-03-16 2017-01-19 955.8 622.5 71.83
## 1794 4482      bl 2012-03-19 2017-01-19  1244 574.2 59.99
## 1795 4483     m24 2014-02-24 2017-01-03  1696 174.3 15.26
## 1796 4485      bl 2012-02-22 2016-12-13  1563 277.7 25.67
## 1797 4488      bl 2012-02-23 2017-01-06  1641 200.2 16.28
## 1798 4488     m48 2016-02-23 2017-01-06  1682 211.1 17.66
## 1799 4489     m24 2014-02-04 2016-12-14  1146 229.6 19.76
## 1800 4489      bl 2012-02-13 2016-12-14  1336 210.4 17.67
## 1801 4491     m24 2014-02-18 2016-12-21  1519 177.5 14.96
## 1802 4491      bl 2012-02-22 2016-12-21  1292 165.2 14.19
## 1803 4491     m48 2016-03-03 2016-12-21  1677 191.6 16.23
## 1804 4494     m24 2014-02-13 2016-12-21 300.8 510.2  50.2
## 1805 4494      bl 2012-02-29 2016-12-21 308.5   440 46.73
## 1806 4496     m24 2014-02-19 2016-11-22 >1700 237.4 21.86
## 1807 4496      bl 2012-02-27 2016-11-22 >1700 312.7 28.25
## 1808 4498      bl 2012-04-10 2016-12-19 876.6 370.5 35.75
## 1809 4499      bl 2012-03-27 2016-11-29 >1700 256.9 26.29
## 1810 4500     m24 2014-02-18 2016-12-07 449.9 428.8 38.63
## 1811 4500      bl 2012-03-01 2016-12-07 510.7 353.7 37.41
## 1812 4501     m24 2014-05-08 2016-12-15 567.7 331.4 31.24
## 1813 4501      bl 2012-05-17 2016-12-15 741.5 331.5 31.57
## 1814 4502     m48 2016-04-13 2016-11-21 609.7 525.7 46.73
## 1815 4502     m24 2014-04-14 2016-11-21 742.7 598.1 58.57
## 1816 4502      bl 2012-04-19 2016-11-21 799.3 555.2 60.23
## 1817 4503     m24 2014-03-06 2016-11-18  1473 191.2 17.16
## 1818 4503      bl 2012-03-21 2016-11-18  1245 180.1  17.1
## 1819 4505      bl 2012-02-15 2016-11-22 >1700 353.2 28.49
## 1820 4505     m48 2016-02-17 2016-11-22 >1700 444.2 31.33
## 1821 4505     m24 2014-02-21 2016-11-22 >1700 399.4 30.83
## 1822 4506      bl 2012-03-28 2017-01-06 964.7 125.9 11.33
## 1823 4506     m24 2014-04-22 2017-01-06 932.1 121.4 10.88
## 1824 4507     m24 2014-01-15 2016-12-01 608.4 300.5 31.76
## 1825 4507      bl 2012-02-21 2017-01-20 697.3 281.8 30.48
## 1826 4508      bl 2012-02-15 2016-12-20 685.5 187.1 17.34
## 1827 4510      bl 2012-03-07 2017-01-09   733 475.9 47.52
## 1828 4510     m24 2014-03-18 2017-01-09 756.6   602 61.66
## 1829 4510     m48 2016-03-22 2017-01-09 802.6 672.4 68.07
## 1830 4512      bl 2012-05-22 2016-12-14 >1700   316 26.64
## 1831 4513     m48 2016-03-04 2017-01-20 987.5 230.2 18.89
## 1832 4513      bl 2012-03-09 2017-01-20  1085 188.9 15.28
## 1833 4513     m24 2014-03-11 2016-12-01 880.4 201.3 15.79
## 1834 4514      bl 2012-03-20 2017-01-19  1479 127.8 11.39
## 1835 4515      bl 2012-03-06 2016-12-21 520.3 350.2 32.49
## 1836 4515     m24 2014-03-17 2016-12-21 529.9 402.9 33.49
## 1837 4516     m48 2016-02-16 2016-12-14  1197 250.2 21.32
## 1838 4516     m24 2014-02-18 2016-12-14  1312   237 20.28
## 1839 4516      bl 2012-02-28 2016-12-14  1488 232.5 19.91
## 1840 4517      bl 2012-05-25 2017-01-11 >1700 210.5 18.83
## 1841 4520     m24 2014-03-19 2017-01-04 >1700 373.4 35.48
## 1842 4520      bl 2012-04-10 2017-01-04 >1700 386.3 35.59
## 1843 4520     m48 2016-04-28 2017-01-04 >1700 485.8 43.64
## 1844 4521      bl 2012-03-02 2016-11-21 918.5 488.4  50.4
## 1845 4521     m24 2014-03-10 2016-11-21 944.8 568.3 57.08
## 1846 4521     m48 2016-03-18 2016-11-21 915.2 444.6 39.87
## 1847 4522      bl 2012-03-12 2017-01-13  1084 118.1 10.76
## 1848 4524      bl 2012-07-25 2016-12-19 583.6 279.4 30.22
## 1849 4526      bl 2012-02-14 2017-01-06   366 466.6 49.71
## 1850 4526     m24 2014-02-18 2017-01-06 319.5 451.7 46.29
## 1851 4530      bl 2012-02-22 2016-11-28 592.3 205.3 19.88
## 1852 4531      bl 2012-03-22 2016-12-16 464.8 185.2 19.32
## 1853 4536     m24 2014-03-24 2016-12-08 >1700 302.3 24.47
## 1854 4536      bl 2012-04-03 2016-12-08 >1700 281.5 22.73
## 1855 4536     m48 2016-05-10 2016-12-08 >1700 301.2 24.42
## 1856 4538      bl 2012-05-18 2016-12-02   761 317.1 28.11
## 1857 4538     m24 2014-06-05 2016-12-02 631.9 334.6 30.59
## 1858 4539      bl 2012-03-28 2017-01-20  1093 122.2 11.13
## 1859 4540      bl 2012-03-15 2016-12-09 >1700 194.8 18.67
## 1860 4542      bl 2012-03-21 2016-11-22 479.4 380.2 36.12
## 1861 4542      nv 2016-03-25 2016-11-22 310.9 384.4 35.08
## 1862 4542     m24 2014-03-26 2016-11-22 256.2 409.9 36.34
## 1863 4543      bl 2012-03-15 2016-12-02 >1700 233.1 19.68
## 1864 4545     m48 2016-03-17 2016-11-23  1275   188  14.9
## 1865 4545     m24 2014-03-24 2016-11-23  1297   146 12.81
## 1866 4545      bl 2012-03-27 2016-11-23  1373 139.7 11.89
## 1867 4546      bl 2012-04-16 2016-11-21 523.9 266.2 24.81
## 1868 4547     m48 2016-03-01 2016-12-16 430.4 229.4 22.32
## 1869 4547      bl 2012-03-14 2016-12-16 695.1   241 23.21
## 1870 4548      bl 2012-03-12 2016-12-05  1162   193 15.77
## 1871 4549      bl 2012-05-21 2016-12-02 531.8 315.3 32.02
## 1872 4552      bl 2012-03-28 2016-11-21  1241 231.7 19.97
## 1873 4553      bl 2012-03-07 2016-11-18  1221 273.4  23.2
## 1874 4553     m24 2014-04-01 2016-11-18  1250 325.5 26.06
## 1875 4556      bl 2012-05-31 2016-12-20  1184 153.5 13.52
## 1876 4557     m24 2014-03-06 2016-12-14  1074 331.3 31.58
## 1877 4557      bl 2012-03-15 2016-12-14  1129 285.2 26.26
## 1878 4559     m24 2014-03-26 2017-01-06 >1700 198.5 17.06
## 1879 4559      nv 2016-06-30 2017-01-06 >1700 203.1 16.84
## 1880 4560      bl 2012-04-19 2017-01-13 >1700 211.8 18.98
## 1881 4562     m24 2014-04-08 2016-11-29 306.3 251.1 26.06
## 1882 4562      bl 2012-04-13 2017-01-20 312.4 231.6 23.97
## 1883 4565      bl 2012-04-27 2016-12-19 495.8   172 16.72
## 1884 4566      bl 2012-03-26 2016-12-02  1653 347.4 33.37
## 1885 4568      bl 2012-03-22 2016-12-05 590.9 536.3  54.7
## 1886 4568     m24 2014-04-02 2016-12-05 652.7 621.1 60.87
## 1887 4571     m24 2014-04-22 2016-12-20 >1700 323.5 28.86
## 1888 4571      bl 2012-05-08 2016-12-20 >1700 270.9 25.68
## 1889 4576      bl 2012-04-04 2017-01-03 >1700 590.1 55.14
## 1890 4576      nv 2014-05-27 2017-01-03 >1700 700.8 65.53
## 1891 4577      bl 2012-04-23 2016-12-08 318.3 134.5 12.84
## 1892 4578     m48 2016-03-22 2016-12-16 >1700 179.6 14.95
## 1893 4578      bl 2012-04-02 2016-12-16 >1700 177.5 14.28
## 1894 4580     m24 2014-04-23 2016-12-21 640.6 290.3 25.95
## 1895 4580      bl 2012-04-26 2016-12-21   857 281.3 25.42
## 1896 4582      bl 2012-04-04 2017-01-11 786.9 321.5 33.56
## 1897 4583      bl 2012-06-27 2016-12-02 842.8 478.9 48.95
## 1898 4584      bl 2012-04-12 2016-12-15   806   359 32.75
## 1899 4585     m24 2014-05-22 2016-11-23  1541 187.4 16.81
## 1900 4585      bl 2012-05-24 2016-11-23  1435 206.6 18.76
## 1901 4585      nv 2016-05-26 2016-11-23 >1700 223.3  20.2
## 1902 4586      bl 2012-07-24 2017-01-11 >1700 211.4 19.26
## 1903 4587     m24 2014-05-20 2017-01-17 617.5 319.2  32.8
## 1904 4587      bl 2012-06-14 2017-01-17 686.4 253.6 24.38
## 1905 4589      bl 2012-04-10 2016-12-01 805.3 268.1 24.39
## 1906 4590     m24 2014-03-10 2017-01-19 884.4 242.4 23.59
## 1907 4590      bl 2012-03-27 2017-01-19  1197 256.5  24.6
## 1908 4591      bl 2012-04-11 2016-12-05   651 305.3 28.67
## 1909 4594      bl 2012-05-07 2016-12-02 >1700 184.2 15.13
## 1910 4594      nv 2015-06-10 2016-12-02  1380   156 13.37
## 1911 4595      bl 2012-05-03 2016-11-18 957.2 480.8    53
## 1912 4595     m24 2014-05-07 2016-11-18 781.2 621.8 66.47
## 1913 4596     m24 2014-04-15 2016-12-15 477.8 267.5 26.01
## 1914 4596      bl 2012-04-25 2016-12-15 473.8 238.4 23.72
## 1915 4597      bl 2012-07-02 2016-12-16 715.5 277.5 27.88
## 1916 4598      bl 2012-04-09 2017-01-12 >1700 348.5 29.77
## 1917 4599      bl 2012-03-28 2017-01-19 772.8 166.6  15.8
## 1918 4599     m24 2014-04-08 2017-01-19 955.7 181.9 16.66
## 1919 4601      bl 2012-05-22 2016-11-29  1435 229.8 20.23
## 1920 4604      bl 2012-03-30 2016-12-07  1279 154.1 14.03
## 1921 4604     m48 2016-04-08 2016-12-07  1099 165.3 15.18
## 1922 4604     m24 2014-05-06 2016-12-07  1075 155.3 14.12
## 1923 4605      bl 2012-04-20 2017-01-06 817.7 317.9 28.01
## 1924 4607     m24 2014-04-22 2016-11-21  1070 128.7 11.33
## 1925 4607      bl 2012-04-24 2016-11-21  1546 143.1 12.13
## 1926 4611      bl 2012-04-10 2016-12-19 574.2 190.5 20.44
## 1927 4611     m48 2016-04-27 2016-12-19 455.4 227.6  23.1
## 1928 4611     m24 2014-05-20 2016-12-19 512.2 205.4  21.3
## 1929 4612      bl 2012-04-24 2017-01-17 499.5 162.1 13.89
## 1930 4613      bl 2012-04-18 2017-01-09  1428 203.9  18.1
## 1931 4614     m24 2014-04-17 2016-12-09  1396 340.9 33.53
## 1932 4615      bl 2012-04-25 2016-12-07 864.5 303.5 30.62
## 1933 4616      bl 2012-05-17 2016-11-29 897.8 200.7 20.49
## 1934 4616     m24 2014-05-21 2017-01-20 802.8 229.7 21.68
## 1935 4621      bl 2012-05-22 2017-01-20 853.3 169.3 14.55
## 1936 4623     m48 2016-04-28 2016-11-18 737.6 306.8 30.55
## 1937 4623      bl 2012-05-09 2016-11-18 635.2 240.1 20.08
## 1938 4623     m24 2014-05-13 2016-11-18 691.6 289.3 25.84
## 1939 4624      bl 2012-06-13 2016-11-21 608.9 417.2 37.45
## 1940 4625     m24 2014-04-17 2016-11-18 339.7 332.1 33.76
## 1941 4625      bl 2012-04-30 2016-11-18 366.3 342.4 36.69
## 1942 4626      bl 2012-04-12 2017-01-19 >1700 312.9 27.57
## 1943 4626     m48 2016-04-21 2017-01-19 >1700 342.1 28.31
## 1944 4626     m24 2014-05-16 2017-01-19 >1700 310.6  27.2
## 1945 4629      bl 2012-05-02 2017-01-06  1088 114.8 10.33
## 1946 4630     m48 2016-05-23 2017-01-13 >1700 204.5 17.96
## 1947 4630     m24 2014-05-28 2017-01-13  1200 187.1  17.2
## 1948 4630      bl 2012-07-24 2017-01-13  1533 183.3 16.17
## 1949 4631     m24 2014-06-10 2017-01-06 612.4 325.3 35.85
## 1950 4631      bl 2012-06-12 2017-01-06 725.4 282.4 30.41
## 1951 4631     m48 2016-06-15 2017-01-06 629.2 310.4 34.85
## 1952 4635     m24 2014-04-21 2016-12-15 324.9   214 21.94
## 1953 4635      bl 2012-05-02 2016-12-15 359.3 206.3 20.45
## 1954 4636      bl 2012-05-01 2016-12-09 744.4 407.1  30.4
## 1955 4636     m24 2014-05-06 2016-12-09 729.1 333.7 28.89
## 1956 4636     m48 2016-05-13 2016-12-09       405.1      
## 1957 4637      bl 2012-04-26 2016-12-15 351.4 203.4 19.09
## 1958 4637      nv 2016-04-27 2016-12-15 366.2 236.2 23.89
## 1959 4637     m24 2014-05-07 2016-12-15 347.1 209.6 20.84
## 1960 4638      bl 2012-06-08 2016-12-14 >1700 180.2 15.52
## 1961 4641      bl 2012-04-20 2017-01-04 660.7 228.3 21.43
## 1962 4641     m24 2014-04-25 2017-01-04 461.2 247.1 23.02
## 1963 4643      bl 2012-04-27 2017-01-03 >1700 187.4 16.16
## 1964 4643     m48 2016-04-28 2017-01-03 >1700 227.9 19.42
## 1965 4643     m24 2014-05-07 2017-01-03  1600 207.6 17.35
## 1966 4644      bl 2012-05-23 2016-11-22 >1700   185 17.36
## 1967 4645      bl 2012-04-18 2016-12-01 539.1 206.5 21.56
## 1968 4646      bl 2012-05-29 2016-12-20  1105 484.7 39.17
## 1969 4653     m24 2014-05-06 2016-11-23  1084 253.5 21.12
## 1970 4653      bl 2012-06-05 2016-11-23  1108 212.5 18.12
## 1971 4654     m48 2016-04-22 2016-11-28 >1700 443.5 37.84
## 1972 4654      bl 2012-04-30 2016-11-28 >1700 413.1  34.2
## 1973 4654     m24 2014-05-02 2016-11-28 >1700   441 36.57
## 1974 4657      bl 2012-04-30 2016-12-05 883.8 648.4 59.14
## 1975 4659      bl 2012-05-02 2016-12-19 667.9 261.8 27.55
## 1976 4660     m24 2014-05-07 2017-01-17   760 606.6  63.4
## 1977 4660      bl 2012-05-11 2017-01-17 767.6 587.4 62.39
## 1978 4661      bl 2012-06-12 2017-01-06   604 330.4  33.6
## 1979 4661     m24 2014-06-17 2017-01-06 550.1 299.1  29.3
## 1980 4668      bl 2012-05-15 2017-01-03 698.1 297.2 33.14
## 1981 4672     m24 2014-05-06 2017-01-09   497 367.2 36.27
## 1982 4672      bl 2012-05-08 2017-01-09 447.8 337.5 33.17
## 1983 4674      bl 2012-05-18 2017-01-03 843.1 329.1 31.89
## 1984 4675      bl 2012-05-16 2016-11-21 733.7 514.2 52.77
## 1985 4676      bl 2012-05-07 2017-01-06 >1700 450.9 39.14
## 1986 4678      bl 2012-05-23 2016-12-13  1289 196.5 18.18
## 1987 4678     m24 2014-06-03 2016-12-13  1223 238.8 20.77
## 1988 4679      bl 2012-06-25 2016-12-13  1046 339.3 31.59
## 1989 4679     m24 2014-07-02 2016-12-13  1041 394.1 37.76
## 1990 4680      bl 2012-06-14 2016-11-29 487.9 246.2 24.13
## 1991 4686      bl 2012-05-23 2016-11-21 769.7 383.8 36.78
## 1992 4688      bl 2012-08-07 2016-12-07  1003 341.1 31.12
## 1993 4689      bl 2012-05-14 2017-01-12 747.3 384.7  32.4
## 1994 4692      bl 2012-06-01 2016-11-23 313.2 284.8 28.34
## 1995 4694      bl 2012-07-09 2017-01-12  1437 132.4 10.72
## 1996 4696      bl 2012-09-04 2016-11-21 541.8 479.7 46.11
## 1997 4706      bl 2012-05-16 2017-01-11 >1700 261.3 23.94
## 1998 4706     m48 2016-05-18 2017-01-11 >1700 305.5 27.75
## 1999 4706     m24 2014-06-02 2017-01-11 >1700 315.1 28.02
## 2000 4707      bl 2012-06-05 2017-01-06 451.7 183.6 17.93
## 2001 4708      bl 2012-06-04 2016-11-28 482.8 252.3 23.91
## 2002 4711      bl 2012-06-07 2017-01-06  1417 208.8 18.45
## 2003 4711     m24 2014-06-30 2017-01-06 >1700 208.2 18.58
## 2004 4712      bl 2012-07-10 2016-12-08  1127 513.7 51.87
## 2005 4713     m24 2014-06-02 2016-12-13 800.5 365.1 34.36
## 2006 4713     m48 2016-06-07 2016-12-13 930.1 301.5 27.26
## 2007 4713      bl 2012-06-25 2016-12-13 954.8 303.7  26.7
## 2008 4714     m24 2014-06-09 2017-01-19 993.6 416.8 40.96
## 2009 4714      bl 2012-06-14 2017-01-19 915.7 378.1 36.67
## 2010 4715     m24 2014-06-03 2016-12-02   920 772.7 82.74
## 2011 4715      bl 2012-06-07 2016-12-02  1009 614.8  64.5
## 2012 4718      bl 2012-05-29 2017-01-11 411.7 329.9 29.81
## 2013 4719      bl 2012-07-10 2016-12-21 649.3 312.1 29.72
## 2014 4720     m24 2014-05-13 2016-12-08 535.6 359.6 35.48
## 2015 4720      bl 2012-06-05 2016-12-08 483.9   322 31.28
## 2016 4721      bl 2012-05-22 2017-01-17 746.4 157.3 15.52
## 2017 4722      bl 2012-06-04 2016-11-28 >1700 227.6 18.55
## 2018 4723      bl 2012-06-05 2017-01-13 >1700 252.8 25.18
## 2019 4728      bl 2012-06-07 2016-12-21   507 328.2 31.27
## 2020 4729     m24 2014-06-18 2017-01-13 914.9 827.6 75.09
## 2021 4729      bl 2012-06-28 2017-01-13 748.8   760 74.27
## 2022 4730      bl 2012-06-01 2016-11-18 588.2   280 24.06
## 2023 4732      bl 2012-07-10 2016-12-02 402.4 361.2 38.42
## 2024 4733      bl 2012-09-04 2016-12-20 801.1 211.7 17.29
## 2025 4736      bl 2012-06-20 2016-11-23 440.3 298.9 28.48
## 2026 4736     m24 2014-07-01 2016-11-23 487.4   291 27.85
## 2027 4737      bl 2012-07-17 2017-01-03 611.8 294.6  26.5
## 2028 4739     m24 2014-07-02 2016-11-22  1295 164.1 13.75
## 2029 4739      bl 2012-07-26 2016-11-22  1404 176.6 14.68
## 2030 4741      bl 2012-07-10 2016-12-20 537.6 101.2  8.72
## 2031 4742      bl 2012-07-19 2016-12-14 852.7 97.89  8.94
## 2032 4742     m24 2014-09-19 2016-12-14 886.3 100.2  8.74
## 2033 4743      bl 2012-06-05 2016-11-22 844.8 242.9 22.83
## 2034 4744      bl 2012-06-11 2016-11-28 617.8 551.6 57.71
## 2035 4745      bl 2012-07-10 2016-11-28 >1700 190.9  15.8
## 2036 4746      bl 2012-06-08 2017-01-09 880.2 210.4 20.32
## 2037 4746     m24 2014-06-27 2017-01-09   866 232.8 22.06
## 2038 4750      bl 2012-09-17 2016-11-28 >1700 176.3    14
## 2039 4755      bl 2012-07-12 2017-01-13 >1700 273.2 25.27
## 2040 4756      bl 2012-06-25 2017-01-18 675.3 266.8 27.12
## 2041 4757     m24 2014-06-27 2017-01-12 499.2 563.1 60.62
## 2042 4757      bl 2012-07-11 2017-01-12 701.5 561.5 59.81
## 2043 4762     m24 2014-07-23 2017-01-18 938.3 103.1  9.47
## 2044 4762      bl 2012-07-30 2017-01-18  1020 110.4  9.56
## 2045 4764      bl 2012-06-26 2017-01-06 912.4 295.5 27.57
## 2046 4764     m24 2014-07-02 2017-01-06 834.3 326.5  30.7
## 2047 4765      nv 2016-06-17 2017-01-20 632.7 486.6 46.39
## 2048 4765      bl 2012-06-20 2017-01-20 845.8 564.2 50.75
## 2049 4767     m24 2014-06-13 2017-01-13 674.2 162.7 16.37
## 2050 4767      bl 2012-06-15 2017-01-13 822.1 171.5 17.02
## 2051 4770      bl 2012-07-20 2017-01-06 503.1   240 24.93
## 2052 4774      bl 2012-07-24 2016-12-07 877.3 714.8 71.75
## 2053 4777     m24 2014-07-22 2016-11-29  1352 194.9 14.95
## 2054 4777      bl 2012-08-02 2017-01-20  1637 159.5 14.35
## 2055 4780      bl 2012-07-17 2016-11-21  1171   236 20.74
## 2056 4782     m24 2014-07-22 2016-11-22 257.4 221.5 21.46
## 2057 4782      bl 2012-08-13 2016-11-22 312.3   216 20.02
## 2058 4783      bl 2012-09-07 2016-12-09 596.3 221.7 22.07
## 2059 4784      bl 2012-08-09 2016-12-15  1459 250.1 21.35
## 2060 4785      bl 2013-06-18 2016-12-15  1661 168.1 14.04
## 2061 4793      bl 2012-07-18 2017-01-20 443.9 293.9 30.19
## 2062 4795     m24 2014-12-10 2017-01-19  1287 119.2 11.01
## 2063 4795      bl 2012-12-13 2017-01-19 978.2 106.2  9.91
## 2064 4796      bl 2012-10-04 2017-01-17 755.2 670.1 74.45
## 2065 4796     m24 2014-11-14 2017-01-17 727.2 589.2 61.68
## 2066 4799      bl 2012-07-06 2017-01-13 779.1 234.1 21.53
## 2067 4799     m24 2014-07-14 2017-01-13 716.7 243.7 23.19
## 2068 4799     m48 2016-07-25 2017-01-13 611.3 232.5 22.94
## 2069 4801      bl 2012-07-24 2016-12-21 375.7 268.7 26.96
## 2070 4802      bl 2012-08-15 2017-01-11 687.3 403.4 39.39
## 2071 4803      bl 2012-07-13 2016-12-07  1252 827.8 91.28
## 2072 4804      bl 2012-08-14 2017-01-04 432.8 168.5 14.99
## 2073 4805     m24 2014-07-17 2016-12-09  1023 392.5 42.39
## 2074 4805      bl 2012-08-09 2016-12-09   925 416.5    46
## 2075 4806      bl 2012-07-10 2016-12-08 927.5 106.3  8.87
## 2076 4806     m24 2014-08-26 2016-12-08 617.8 97.31    <8
## 2077 4807     m24 2014-08-07 2017-01-13 776.2 686.3 78.12
## 2078 4807      bl 2012-08-08 2017-01-13 991.8 713.9 86.51
## 2079 4809     m24 2014-06-16 2017-01-04  1136   293 27.42
## 2080 4809      bl 2012-09-18 2017-01-04 782.6 274.7 26.79
## 2081 4813      bl 2012-07-20 2016-11-28 >1700 220.3 19.89
## 2082 4813     m24 2014-07-31 2016-11-28 >1700 214.4  19.7
## 2083 4814      bl 2012-08-02 2017-01-11  1314 118.3  9.99
## 2084 4815     m24 2014-09-02 2016-12-13 661.1 506.5 55.44
## 2085 4815      bl 2012-09-04 2016-12-13 781.3 549.2 60.12
## 2086 4816      bl 2012-09-17 2017-01-19 511.3 480.1 52.08
## 2087 4816     m24 2014-09-18 2017-01-19 474.9 540.7 56.21
## 2088 4817      bl 2012-07-20 2016-12-20 600.2 126.3 11.94
## 2089 4820      bl 2012-08-13 2017-01-06 384.4 658.9 64.84
## 2090 4823     m36 2015-07-07 2017-01-18  1146   373  35.8
## 2091 4823      bl 2012-07-19 2017-01-18  1187   356 34.01
## 2092 4825      bl 2012-08-30 2016-12-15  1646 228.6 22.82
## 2093 4832      bl 2012-10-18 2017-01-19  1236 136.2 12.92
## 2094 4835      bl 2012-07-30 2016-12-09 728.6 278.7 26.62
## 2095 4842      bl 2012-08-16 2017-01-17  1340 125.1 10.17
## 2096 4842     m24 2014-09-19 2017-01-17  1197 119.5 10.02
## 2097 4845      bl 2012-07-19 2016-11-22 652.1 390.6 38.18
## 2098 4849      bl 2012-08-27 2016-11-18 691.3 277.3  26.9
## 2099 4849     m24 2014-11-06 2016-11-18 513.1 216.6 21.77
## 2100 4852      bl 2012-09-19 2016-12-16 685.7   538 58.19
## 2101 4853      bl 2012-08-23 2016-12-01 691.9 741.6  83.3
## 2102 4855      bl 2012-08-13 2016-11-29 732.8 228.1 21.48
## 2103 4855     m24 2014-08-14 2017-01-20 638.1 239.1 23.69
## 2104 4856      bl 2012-08-15 2016-11-18 975.8 119.7 10.01
## 2105 4857      bl 2012-08-15 2016-12-16 888.5 330.9 36.33
## 2106 4858      bl 2012-10-24 2016-12-19 662.4 426.4 42.25
## 2107 4859      bl 2012-08-30 2017-01-03 514.6 247.4 25.23
## 2108 4862      bl 2013-08-26 2016-12-20   751 398.9  39.6
## 2109 4863      bl 2012-08-20 2016-12-08 449.4 367.2 32.73
## 2110 4867      bl 2012-08-27 2017-01-19 624.1 365.8 37.72
## 2111 4868      bl 2012-09-25 2017-01-06 519.7 304.8 30.84
## 2112 4869      bl 2012-09-24 2016-12-05 >1700 228.9 17.04
## 2113 4869     m24 2014-10-16 2016-12-05 >1700 225.1 17.17
## 2114 4871      bl 2012-08-27 2017-01-20  1244 162.3 13.86
## 2115 4874     m24 2014-08-20 2016-11-18 >1700 229.9  18.6
## 2116 4874      bl 2012-08-31 2016-11-18  1650 229.5 19.01
## 2117 4876     m24 2014-09-02 2016-11-22  1036 218.3  19.5
## 2118 4876      bl 2012-09-19 2016-11-22  1432 228.9 19.43
## 2119 4877      bl 2012-10-26 2016-12-16 534.4 297.7 34.33
## 2120 4878     m24 2014-08-07 2017-01-04 >1700 180.4 15.29
## 2121 4878      bl 2012-09-05 2017-01-04 >1700 168.6 14.75
## 2122 4879      bl 2012-09-26 2017-01-04 532.9 379.1 37.91
## 2123 4885     m24 2014-09-04 2016-12-14 371.5 631.4  64.1
## 2124 4885      bl 2012-09-05 2016-12-14 408.4 557.4 56.81
## 2125 4887      bl 2012-10-30 2016-12-07 818.3 216.5 21.33
## 2126 4888      bl 2012-08-29 2016-12-07 876.8 311.5    31
## 2127 4889      bl 2012-09-18 2017-01-09 956.2 123.6  9.84
## 2128 4889     m24 2014-09-22 2017-01-09  1213 126.3 10.15
## 2129 4891      bl 2012-08-30 2016-12-16 533.5   234 25.35
## 2130 4893     m24 2014-09-18 2016-11-23 744.7 438.1 42.06
## 2131 4893      bl 2012-09-25 2016-11-23 784.3 430.6 39.87
## 2132 4894      bl 2012-09-04 2017-01-06 423.6 463.6 47.59
## 2133 4896      bl 2012-08-28 2016-12-14 >1700 239.6 21.23
## 2134 4897      bl 2012-09-18 2017-01-18 837.7 186.6 18.42
## 2135 4898      bl 2012-09-05 2017-01-13 711.2 161.7 16.42
## 2136 4898     m24 2014-09-08 2017-01-13 704.9 177.9 17.44
## 2137 4899      bl 2012-11-06 2017-01-03 702.4 364.1 37.24
## 2138 4900      bl 2012-08-29 2016-11-29  1605 172.5 14.92
## 2139 4902      bl 2012-09-12 2017-01-09 818.6 333.4 29.74
## 2140 4903      bl 2012-10-30 2016-12-13 854.8 287.4  27.5
## 2141 4904      bl 2012-09-24 2016-11-23 646.7 253.4 24.16
## 2142 4905      bl 2012-09-14 2017-01-17 568.8 430.1 46.04
## 2143 4906      bl 2012-09-05 2017-01-11 761.3 416.8 37.37
## 2144 4907      bl 2012-09-24 2017-01-12  1104 439.3 45.14
## 2145 4909      bl 2012-09-11 2016-12-02   781 355.8 34.88
## 2146 4910      bl 2012-10-09 2016-12-07 749.9 320.4 29.25
## 2147 4911      bl 2012-09-13 2016-11-18 330.9 168.3 17.17
## 2148 4917      bl 2012-09-27 2017-01-11  1690 224.1  19.4
## 2149 4918      bl 2012-10-11 2016-12-16 584.2 402.4  44.3
## 2150 4919     m24 2014-09-22 2016-11-29 902.8 208.1 17.27
## 2151 4919      bl 2012-10-01 2017-01-20 989.8 213.1 17.85
## 2152 4920      bl 2012-10-16 2016-11-18 597.7 207.3 19.81
## 2153 4921      bl 2012-10-01 2016-12-20  1291 130.3 11.77
## 2154 4922      bl 2012-10-17 2016-12-02 537.8 328.4 29.47
## 2155 4924      bl 2012-09-27 2016-12-13 473.5 372.4 33.16
## 2156 4925      bl 2012-10-02 2017-01-09   694 250.7 27.16
## 2157 4925     m24 2014-11-05 2017-01-09   551 281.8 30.82
## 2158 4926      bl 2012-10-25 2016-12-16 799.5 115.4 10.46
## 2159 4928     m24 2014-09-19 2017-01-06 690.7 289.6 28.79
## 2160 4928      bl 2012-09-27 2017-01-06 883.9 326.9 33.02
## 2161 4929     m24 2015-02-03 2017-01-11   592 433.5 45.05
## 2162 4929      bl 2012-10-17 2017-01-11 563.2 415.8 45.24
## 2163 4936     m24 2014-09-30 2016-12-02 472.3 195.4 18.76
## 2164 4936      bl 2012-10-15 2016-12-02 518.3 191.6 18.52
## 2165 4938      bl 2012-10-16 2017-01-20 664.4 246.4 25.04
## 2166 4940      bl 2012-10-11 2016-11-18   652 301.4 30.36
## 2167 4941      bl 2012-11-06 2016-12-08  1337 139.3  11.5
## 2168 4943      bl 2012-10-18 2016-12-07 443.8 267.1 26.51
## 2169 4944      bl 2013-01-09 2017-01-19 664.8 212.3 19.22
## 2170 4944     m24 2015-01-14 2017-01-19 665.4 232.6 21.46
## 2171 4945      bl 2013-01-04 2016-12-21   757 297.5 28.27
## 2172 4945     m24 2015-01-07 2016-12-21 524.2 332.3 29.75
## 2173 4947     m24 2014-10-20 2017-01-18   525 308.8 33.15
## 2174 4947      bl 2012-10-22 2017-01-18 574.7 294.6 31.48
## 2175 4947     m12 2013-11-11 2017-01-18 581.3 297.9 33.13
## 2176 4949      bl 2012-10-22 2016-12-20 506.1 382.6 36.03
## 2177 4951      bl 2012-12-14 2016-12-19  1024 119.4 12.12
## 2178 4952      bl 2012-12-14 2016-12-14 >1700 215.5 17.18
## 2179 4954      bl 2012-10-15 2016-12-02 816.4 234.6 24.52
## 2180 4955      bl 2012-10-22 2016-12-20   395 131.2 13.28
## 2181 4958      bl 2012-10-31 2016-12-14 764.8 122.2 10.22
## 2182 4959      bl 2013-03-11 2017-01-17 349.8 178.9 19.02
## 2183 4960     m24 2014-10-20 2017-01-17  1669 197.9 16.85
## 2184 4960      bl 2012-10-24 2017-01-17 >1700 185.4 16.39
## 2185 4962      bl 2012-10-23 2016-12-08 998.2   472 47.15
## 2186 4964      bl 2012-10-29 2016-12-09 549.7 391.2 39.35
## 2187 4966      bl 2012-10-31 2017-01-03  1372 125.1 11.31
## 2188 4971      bl 2012-11-27 2016-11-22 471.3 286.7 28.66
## 2189 4974      bl 2012-11-06 2017-01-09 677.4 630.1 69.87
## 2190 4974     m24 2014-11-11 2017-01-09 710.1 788.3 92.67
## 2191 4976      bl 2012-11-13 2016-12-21 905.6 568.9  62.4
## 2192 4980      bl 2013-05-08 2017-01-19 449.8   173 16.06
## 2193 4982      bl 2012-10-30 2016-12-21   692 489.8 40.66
## 2194 4984      bl 2012-11-07 2017-01-06 750.3 371.6 38.54
## 2195 4986      bl 2012-12-03 2016-11-21 780.5 142.9 11.27
## 2196 4987     m24 2014-12-03 2016-11-21 989.7 263.1 26.04
## 2197 4987      bl 2012-12-14 2016-11-21  1091 230.2 19.83
## 2198 4989     m24 2014-11-11 2016-12-05  1363 135.1 11.02
## 2199 4989      bl 2012-11-16 2016-12-05  1087 113.6  9.02
## 2200 4990      bl 2013-01-18 2016-12-13 593.9 418.5    42
## 2201 4992      bl 2012-11-08 2016-12-02   418 202.6 18.42
## 2202 4994      bl 2013-01-08 2017-01-19 511.8 410.4 40.64
## 2203 4997      bl 2013-01-15 2017-01-18 787.8 403.9  39.4
## 2204 5000      bl 2012-11-30 2017-01-17 395.8 319.7 35.28
## 2205 5004      bl 2013-01-11 2016-12-08 >1700 228.6 19.01
## 2206 5005      bl 2012-11-22 2016-12-09 318.1 247.4 25.69
## 2207 5006      bl 2012-12-05 2016-12-13 653.9 721.2 66.53
## 2208 5007      bl 2013-01-31 2017-01-06   622 147.1  14.7
## 2209 5012      bl 2012-12-12 2017-01-18 458.3 311.7 33.95
## 2210 5013      bl 2012-11-15 2017-01-06 454.5 238.9 22.72
## 2211 5014      bl 2012-11-29 2016-12-08 585.6 153.1 13.24
## 2212 5015      bl 2012-11-26 2017-01-13 783.5 284.3 28.64
## 2213 5016      bl 2013-04-04 2016-12-20 731.2 791.8 81.82
## 2214 5017      bl 2012-11-15 2017-01-17 622.5 515.3 54.78
## 2215 5018      bl 2012-11-19 2016-11-21 489.4 793.4 76.16
## 2216 5019      bl 2012-11-27 2016-11-22 587.9 363.4 36.63
## 2217 5023     m24 2014-12-10 2016-12-19 >1700 266.1 23.59
## 2218 5023      bl 2012-12-13 2016-12-19 >1700   273  23.3
## 2219 5026      bl 2012-11-30 2016-12-19 557.2 527.5 53.77
## 2220 5027      bl 2013-01-24 2016-12-09 493.4 328.7 32.67
## 2221 5028      bl 2012-12-05 2016-12-13 437.6 453.4 49.99
## 2222 5029      bl 2012-12-12 2016-12-20 277.5 666.2 68.07
## 2223 5031      bl 2013-06-14 2016-12-21 635.6 191.1 16.82
## 2224 5037      bl 2013-02-18 2016-11-22 700.9 288.5 25.91
## 2225 5038      bl 2012-12-27 2017-01-13   553 138.6 12.57
## 2226 5040      bl 2012-12-27 2017-01-18 >1700   170 17.12
## 2227 5047     m24 2015-01-22 2016-12-02   862 403.5 38.18
## 2228 5047      bl 2012-12-19 2016-12-02  1001 380.6 36.08
## 2229 5054      bl 2013-01-18 2016-11-21 785.8 358.9 38.22
## 2230 5057      bl 2013-05-17 2017-01-04  1283 133.3 10.77
## 2231 5058      bl 2013-01-17 2016-11-21 255.5 145.9 14.76
## 2232 5059      bl 2013-03-01 2017-01-17 453.7   295 30.02
## 2233 5062      bl 2013-03-18 2017-01-06 542.4 739.3 74.14
## 2234 5063      bl 2013-02-12 2016-11-22 551.8 445.4 40.94
## 2235 5067      bl 2013-02-20 2016-11-21 >1700 851.6 77.85
## 2236 5070      bl 2013-02-21 2016-12-07 489.7 203.8 19.45
## 2237 5075      bl 2013-05-23 2016-12-08 >1700 193.9 16.84
## 2238 5075     m24 2015-07-07 2016-12-08 >1700 227.7 19.77
## 2239 5078     m24 2015-02-20 2016-12-02  1035 130.6 10.81
## 2240 5078      bl 2013-03-06 2016-12-02  1321 139.4 11.44
## 2241 5079      bl 2013-03-21 2016-12-19 >1700 259.7 21.78
## 2242 5082     m24 2015-02-24 2016-12-19  1595 185.5  15.6
## 2243 5082      bl 2013-03-01 2016-12-19  1600   163 13.68
## 2244 5083      bl 2013-03-11 2016-12-13  1002 197.9 15.92
## 2245 5083     m24 2015-09-02 2016-12-13 874.5 183.3 14.34
## 2246 5087      bl 2013-03-08 2017-01-18 639.1 424.6 41.32
## 2247 5090      bl 2013-07-17 2016-12-15 439.6 244.2 24.97
## 2248 5091      bl 2013-05-30 2016-12-20  1551 248.3 24.08
## 2249 5091     m24 2015-06-09 2016-12-20 >1700 267.8 25.52
## 2250 5093     m24 2015-03-16 2016-12-20 >1700 246.2 21.39
## 2251 5093      bl 2013-03-18 2016-12-20 >1700 243.6 21.86
## 2252 5095      bl 2013-03-20 2016-11-23 382.5 319.1 34.29
## 2253 5096      bl 2013-06-04 2016-11-23 613.7 254.9 23.73
## 2254 5097     m24 2015-04-01 2016-12-02  1098 199.1  16.2
## 2255 5097      bl 2013-04-09 2016-12-02  1328 204.5 16.48
## 2256 5099      bl 2013-03-14 2016-12-20 >1700 280.2  25.9
## 2257 5100      bl 2013-04-09 2016-12-20  1536 146.6 12.93
## 2258 5102      bl 2013-05-21 2016-12-15  1406 270.8 24.23
## 2259 5106      bl 2013-06-27 2016-12-02 845.1 436.4  45.5
## 2260 5109     m24 2015-05-06 2016-12-15 775.7 232.8 19.58
## 2261 5109      bl 2013-05-09 2016-12-15 771.9 207.2 17.63
## 2262 5110      bl 2013-04-26 2016-12-05 >1700 176.5    14
## 2263 5110     m24 2015-06-02 2016-12-05 >1700 182.9 14.37
## 2264 5112      bl 2013-05-14 2017-01-19 654.9 290.6 30.42
## 2265 5113      bl 2013-04-15 2016-12-19 >1700 210.8 17.65
## 2266 5118      bl 2013-04-11 2016-12-05  1210 150.7 12.16
## 2267 5119      bl 2013-04-17 2016-12-16 910.3 752.7 74.52
## 2268 5120      bl 2013-06-20 2016-11-21 579.9 267.1 25.56
## 2269 5121     m24 2015-04-30 2017-01-06  1531   155 13.06
## 2270 5121      bl 2013-05-20 2017-01-06 >1700 163.9 13.26
## 2271 5123      bl 2013-05-15 2016-11-22  1300 512.3 53.32
## 2272 5124      bl 2013-04-30 2016-12-20 >1700 340.9 30.81
## 2273 5125      bl 2013-04-26 2017-01-03  1518 168.3 14.06
## 2274 5127      bl 2013-05-06 2016-11-28 469.2 230.4 21.87
## 2275 5127     m24 2015-05-21 2016-11-28 678.1 249.5  24.4
## 2276 5129      bl 2013-04-18 2017-01-13 803.1 312.3 33.16
## 2277 5130      bl 2013-05-15 2016-12-15  1687 158.8 13.47
## 2278 5135      bl 2013-05-23 2017-01-12 746.8 174.8 16.13
## 2279 5138      bl 2013-05-02 2016-11-23 >1700 203.9 18.37
## 2280 5140      bl 2013-05-20 2017-01-19 924.7 106.7  9.96
## 2281 5140     m24 2015-06-11 2017-01-19 927.2 112.3 10.28
## 2282 5141      bl 2013-05-31 2017-01-03 >1700 213.9 18.57
## 2283 5141     m24 2015-08-25 2017-01-03  1495 190.6 16.75
## 2284 5142      bl 2013-05-01 2017-01-13 849.9 322.4 30.29
## 2285 5142     m24 2015-05-06 2017-01-13 982.3 344.7 34.02
## 2286 5147      bl 2013-05-07 2017-01-20 >1700 263.1 26.23
## 2287 5148      bl 2013-05-23 2017-01-11  1378 319.8 27.45
## 2288 5150      bl 2013-07-10 2017-01-06 >1700 202.6 18.88
## 2289 5153      bl 2013-06-12 2016-12-15 >1700   242 20.68
## 2290 5153     m24 2015-09-29 2016-12-15  1497   256 21.19
## 2291 5154      bl 2013-06-26 2016-12-15  1159 190.6 15.71
## 2292 5157      bl 2013-06-18 2017-01-12  1666 175.8 15.83
## 2293 5157     m24 2015-06-24 2017-01-12  1338 170.8 14.94
## 2294 5159      bl 2013-05-22 2017-01-12  1506 161.4 14.96
## 2295 5160      bl 2013-06-12 2017-01-17  1213 164.1  13.6
## 2296 5162      bl 2013-06-10 2016-12-02  1416 250.1 19.52
## 2297 5165      bl 2013-06-19 2017-01-06 886.2 627.9  67.4
## 2298 5167      bl 2013-06-20 2016-11-23 >1700 258.8 22.45
## 2299 5167     m24 2015-06-24 2016-11-23 >1700 259.6 21.66
## 2300 5169      bl 2013-06-27 2016-12-21  1490 292.9 26.06
## 2301 5170      bl 2013-07-11 2016-12-08 >1700 217.5 19.64
## 2302 5171      bl 2013-07-24 2016-12-20  1596 220.9 18.57
## 2303 5171     m24 2015-08-05 2016-12-20  1587 238.6 20.79
## 2304 5175     m24 2015-06-02 2016-12-19 >1700 241.7 20.32
## 2305 5175      bl 2013-06-18 2016-12-19  1431 194.6 16.77
## 2306 5176      bl 2013-06-12 2016-12-01   867 215.8 18.08
## 2307 5177      bl 2013-06-12 2017-01-12 >1700 366.3 33.07
## 2308 5178      bl 2013-05-24 2017-01-04  1623 236.5 20.96
## 2309 5178     m24 2015-07-13 2017-01-04  1449 266.9  23.9
## 2310 5185     m24 2015-06-02 2017-01-13 595.7 478.9    51
## 2311 5185      bl 2013-06-18 2017-01-13 662.8 448.3 45.64
## 2312 5187      bl 2013-07-17 2016-11-28 725.1   379 36.15
## 2313 5193     m24 2015-06-18 2016-11-22 982.5 148.9 12.43
## 2314 5193      bl 2013-06-24 2016-11-22  1111 148.5 12.32
## 2315 5194      bl 2013-06-13 2016-11-22  1386 119.7 11.81
## 2316 5195      bl 2013-07-03 2016-12-08 >1700 382.9 32.99
## 2317 5196      bl 2013-06-17 2016-11-28 338.9   240 21.94
## 2318 5197     m24 2015-06-16 2016-12-16  1213 158.8 13.52
## 2319 5197      bl 2013-07-08 2016-12-16  1142   151 13.05
## 2320 5198      bl 2013-06-19 2017-01-11 833.6   145 12.79
## 2321 5199      bl 2013-06-14 2017-01-18 467.1 155.1 15.72
## 2322 5199     m24 2015-06-24 2017-01-18 478.7 152.4 15.74
## 2323 5200      bl 2013-07-16 2017-01-11  1112 111.3  9.63
## 2324 5200     m24 2015-10-02 2017-01-11  1129 119.1  9.95
## 2325 5202      bl 2013-06-20 2016-12-05 545.3 214.3  21.4
## 2326 5202     m24 2015-09-23 2016-12-05   526 233.8 23.48
## 2327 5203     m24 2015-06-23 2017-01-19  1260 208.7 18.18
## 2328 5203      bl 2013-06-26 2017-01-19  1176 209.4 18.21
## 2329 5204      bl 2013-07-23 2017-01-06 959.5 319.9 32.55
## 2330 5205      bl 2013-07-18 2016-12-15   578 440.2 39.92
## 2331 5207      bl 2013-07-22 2016-12-19  1343 204.9 18.85
## 2332 5208      bl 2013-07-04 2016-12-09 >1700 316.5 24.71
## 2333 5209      bl 2013-07-31 2017-01-12  1139 218.1 18.18
## 2334 5210      bl 2013-06-19 2016-11-21 675.3 380.5 34.47
## 2335 5213      bl 2013-08-22 2016-11-18 >1700 298.3 25.87
## 2336 5213     m24 2015-09-10 2016-11-18 >1700 325.1 27.31
## 2337 5214      bl 2013-07-12 2016-11-23  1269 176.4 14.56
## 2338 5218      bl 2013-08-02 2016-12-19 >1700 466.7 29.58
## 2339 5219      bl 2013-07-25 2016-11-28  1145 343.3 28.83
## 2340 5222      bl 2013-08-12 2016-12-15 >1700 244.1 22.25
## 2341 5222     m24 2015-08-26 2016-12-15 >1700 228.1 21.08
## 2342 5224      bl 2013-08-21 2016-11-23 890.7 276.1 26.56
## 2343 5227     m24 2015-07-02 2016-12-15 648.3 542.5 59.86
## 2344 5227      bl 2013-08-20 2016-12-15 648.9 492.1 50.76
## 2345 5228     m24 2015-07-10 2016-11-29  1408 216.9 19.78
## 2346 5228      bl 2013-07-24 2017-01-20 >1700   224 21.07
## 2347 5230      bl 2013-07-08 2016-11-29  1006   253 22.84
## 2348 5230     m24 2015-11-16 2016-11-29 839.6 236.3  21.6
## 2349 5231      bl 2013-08-05 2017-01-18 647.1 320.7 32.86
## 2350 5234      bl 2013-07-11 2017-01-18 391.2 113.4 10.29
## 2351 5234     m24 2015-07-15 2017-01-18 426.1 126.1 11.39
## 2352 5235      bl 2013-07-19 2016-11-21  1234 189.4 15.61
## 2353 5236      bl 2013-07-22 2016-11-28  1141 427.3 40.99
## 2354 5237      bl 2013-07-16 2017-01-11 951.8 356.5 38.08
## 2355 5241      bl 2013-10-25 2017-01-19  1033 343.7 26.32
## 2356 5242      bl 2013-07-11 2016-12-08  1306 302.5 27.06
## 2357 5243      bl 2013-08-30 2016-12-15  1528 162.2  14.2
## 2358 5244      bl 2013-08-02 2017-01-20  1681 161.1 14.63
## 2359 5244     m24 2015-08-07 2016-12-01  1414 149.4 13.53
## 2360 5248      bl 2013-07-30 2016-12-02 810.6 131.2 10.74
## 2361 5251      bl 2013-10-14 2016-12-09 787.1   708 70.45
## 2362 5252      bl 2013-08-22 2017-01-06 474.9   238 27.87
## 2363 5253      bl 2013-08-05 2017-01-12 >1700 196.4 18.55
## 2364 5253     m24 2015-08-31 2017-01-12  1514 184.5 17.35
## 2365 5256      bl 2013-08-05 2016-12-07 923.3 393.8 36.38
## 2366 5256     m12 2015-09-14 2016-12-07 819.9 385.6 37.07
## 2367 5258     m24 2015-08-17 2016-12-07 945.8 299.7 29.42
## 2368 5258      bl 2013-08-20 2016-12-07 869.7 275.2 26.32
## 2369 5259      bl 2013-08-14 2016-12-16  1353 208.2 17.12
## 2370 5259     m24 2015-09-02 2016-12-16  1347 213.6 17.56
## 2371 5261      bl 2013-08-23 2016-12-14 568.5 196.4 19.03
## 2372 5263     m12 2016-01-05 2016-12-09 659.3 539.3 58.84
## 2373 5263      bl 2013-10-08 2016-12-09 684.4 455.6 52.28
## 2374 5265      bl 2013-08-13 2016-12-13 466.1 247.1 24.78
## 2375 5265     m24 2015-08-26 2016-12-13 376.8 266.5 27.36
## 2376 5266      bl 2013-08-21 2016-11-28 >1700 279.9 24.28
## 2377 5266     m24 2015-09-08 2016-11-28 >1700 289.1 24.79
## 2378 5267      bl 2013-09-05 2017-01-03  1086 360.1  31.2
## 2379 5269      bl 2013-08-20 2016-12-15 590.4 108.2 10.55
## 2380 5271      bl 2013-08-22 2017-01-06 >1700 314.6 28.56
## 2381 5272      bl 2013-09-04 2017-01-04 >1700   305 25.05
## 2382 5275      bl 2013-08-27 2016-12-20 832.7 490.4 53.18
## 2383 5277     m24 2015-09-16 2016-12-07 760.1 341.2 36.21
## 2384 5277      bl 2013-09-18 2016-12-07 780.3 324.8 34.39
## 2385 5278      bl 2013-09-04 2017-01-04  1336 347.8 31.48
## 2386 5279      bl 2013-11-18 2017-01-12 992.8 170.4 16.66
## 2387 5280      bl 2013-09-17 2016-12-14 731.8 101.2 10.08
## 2388 5282      bl 2013-09-09 2016-12-07 558.9 170.7 15.63
## 2389 5283      bl 2013-09-05 2016-12-08 600.5   226 19.88
## 2390 5285     m24 2016-05-19 2017-01-17 982.1 135.9 11.87
## 2391 5285      bl 2013-12-17 2017-01-17 955.4 123.4 10.79
## 2392 5287      bl 2013-09-23 2017-01-18 >1700 268.4 26.11
## 2393 5288      bl 2013-10-07 2016-11-29 >1700 300.1 26.59
## 2394 5289     m24 2015-11-17 2016-11-23  1462 173.1 15.23
## 2395 5289      bl 2013-11-18 2016-11-23  1665 187.1 15.79
## 2396 5290      bl 2013-09-27 2016-12-08 899.4 501.3  53.3
## 2397 5290     m24 2015-10-16 2016-12-08   815 490.1 53.65
## 2398 5292      bl 2013-11-13 2017-01-17 928.3 375.7 36.39
## 2399 5292     m24 2015-12-03 2017-01-17 915.4 394.9 40.95
## 2400 5295      bl 2013-12-17 2017-01-13 416.8 88.69  8.53
## 2401 5296      bl 2013-12-18 2016-11-28  1460 224.9  20.9
csf_9  <- UPENNBIOMK9_04_19_17_join %>% 
  rename(ABETA42 = ABETA) %>% 
  mutate(ABETA40 = NA, 
         batch_csf = 9)
csf_10 <- UPENNBIOMK10_07_29_19_join %>% 
  rename(EXAMDATE = DRAWDATE) %>% 
  mutate(batch_csf = 10)
csf_12 <- UPENNBIOMK12_01_04_21_join %>% 
  rename(ABETA40 = AB40, 
         ABETA42 = ABETA) %>% 
  mutate(batch_csf = 12) %>% 
  select(-AB4240)
adni_csf <- rbind(csf_9, csf_10, csf_12) %>% 
  arrange(RID, VISCODE)

# check whether there is duplicated records
nrow(adni_csf)
## [1] 3115
nrow(adni_csf %>% distinct(RID, VISCODE, batch_csf))
## [1] 3115
# no

write.csv(adni_csf, "adni_csf.csv")

In this CSF data table, we merged data across four ADNI phases (ADNI1, ADNI2, ADNIGO, and ADNI3) from three resources (UPENNBIOMK9_04_19_17, UPENNBIOMK10_07_29_19, UPENNBIOMK12_01_04_21). All the records tested are based on the fully automated Roche Elecsys immunoassay. UPENNBIOMK9_04_19_17 contains most patients from ADNI1, ADNI2, and ADNIGO. UPENNBIOMK10_07_29_19 and UPENNBIOMK12_01_04_21 mostly contain ADNI3 data, but it also rerun some previous samples to address the batch effect. Since there are three resource of CSF data, we use batch_csf to indicate which resource a record is from (9-UPENNBIOMK9_04_19_17, 10-UPENNBIOMK10_07_29_19, 12-UPENNBIOMK12_01_04_21).